Use Case ID,Use Case Name,Agency,Bureau/Component/Division/Branch,Contact Name,Contact Email Address,Use Case Topic Area,Is the AI use case found in Appendix B’s list of general commercial AI products and services?,What is the intended purpose and expected benefits of the AI?,Describe the AI system’s outputs.,Stage of Development,"Is the AI use case rights-impacting, safety-impacting, both, or neither?"
DOJ-0001,Adobe Suite Applications,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: Adobe Suite products support the Bureau of Alcohol, Tobacco, Firearms and Explosives (ATF) in enhancing the quality and efficiency of multimedia content handling within their operations. The out-of-the-box artificial intelligence features included in these Adobe applications assist in tasks like image enhancement, optical character recognition (OCR), content-aware editing, and document formatting. These AI capabilities enable ATF to prepare high-quality documents and multimedia files for various purposes. By automating and improving these tasks, the AI tools help reduce manual workload, minimize errors, and increase operational efficiency. Overall, the use of AI in Adobe Suite products is designed to improve the effectiveness, accuracy, and professionalism of ATF's documentation and multimedia processing.

Expected benefits: The expected benefits of utilizing the AI features in Adobe Suite Products are broad and extend beyond FOIA-related activities. The AI capabilities in applications like Photoshop and Acrobat enhance productivity by automating routine tasks such as image editing, optical character recognition (OCR), and content-aware fill. This automation allows staff to process documents and multimedia content more quickly and accurately, leading to time savings and reduced operational costs. The improved efficiency helps in various functions, from preparing official documents to creating high-quality visual materials for communication purposes. Additionally, the AI tools contribute to better quality outputs, which can enhance public engagement and trust. Overall, the AI features in Adobe Suite Products support increased productivity, cost savings, and higher-quality work across a range of organizational activities.","The AI features within Adobe Suite products generate automated enhancements and suggestions to improve the efficiency and quality of multimedia content handling. In applications like Photoshop and Acrobat, the AI provides functionalities such as image enhancement, optical character recognition (OCR), content-aware editing, and automated formatting. For example, the AI tool might automatically adjust image lighting and colors, recognize and convert scanned text into editable formats, or suggest layout improvements for documents. These outputs assist users by automating routine tasks and enhancing the quality of the final product. These AI tools support staff in their work, but all actions are initiated and finalized by human users, ensuring that control remains with the individual operator.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0002,Airlines Reporting Corporation Travel Intelligence Program,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: The purpose of the AI use case in the Airlines Reporting Corporation Travel Intelligence Program is to examine travel data and highlight atypical routes or passenger movements more swiftly. Leveraging AI for pattern recognition and predictive insights reduces manual data inspection, speeds the identification of significant travel anomalies, and enables more prompt, well-informed decision-making. Overall, it refines resource deployment and fosters more accurate, efficient management of travel-related investigative activities.

Expected benefits: The expected benefit is reduced effort identifying unusual travel scenarios, focusing on significant itineraries/individuals.","The AI features generate alerts, highlight uncommon travel paths/profiles, suggesting beneficial attention areas.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0003,Airship,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Airship is an enterprise video management platform used to manage, secure, store, and analyze video surveillance obtained through criminal investigations. The airship platform includes AI-based capabilities for optical character recognition (OCR) for car license plates, airplane tail numbers, etc. and object detection (e.g., weapons, vehicles, bags, etc.) with customizable near-real-time alerts.

Expected benefits: AI features help to support agent monitoring of surveillance video streams to ensure rapid notifications when predefined events occur that are pertinent to a criminal investigation.","Bounding boxes for video frames and metadata regarding the detected object characteristics, alphanumeric digitized text from OCR","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0004,Alation Data Catalog,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: The AI feature within Alation’s Data Catalog make data easy to find, understand, and use. It leverages machine learning and natural language processing (NLP) to automatically organize and tag data, creating a “map” of available information from various sources within an organization. This means that anyone looking for specific data can use simple, plain-language search terms, and the AI feature will help them locate the most relevant information quickly. Alation’s AI feature also “learns” from how people interact with data, getting smarter over time about which data is most useful and how it’s typically used, helping it recommend relevant information more accurately.

In addition to making data easier to discover, Alation’s AI feature enhances data governance and security. It helps track where data comes from, who uses it, and how it’s being used, creating an audit trail that is vital for organizations that need to ensure compliance with data privacy and security regulations. This capability also helps keep data accurate and up-to-date, as Alation’s AI feature flags outdated or underused data assets. By making data both accessible and secure, Alation’s AI empowers organizations to make data-driven decisions with confidence, supporting everything from day-to-day operations to strategic planning.

Expected benefits: Alation’s AI feature provides benefits by simplifying data discovery, improving data accuracy, and enhancing security. With AI-driven search and recommendations, it enables users to quickly find relevant data across large, complex datasets, making information more accessible for decision-making. Its natural language search allows even non-technical users to locate data easily, reducing time spent on data retrieval. Additionally, Alation’s AI automates data organization and governance, helping to keep data accurate, up-to-date, and secure. By tracking data usage and ensuring only authorized access, it supports compliance and builds trust in data, empowering teams to make reliable, data-driven decisions.","The Alation Data Catalog AI system primarily produces outputs that are recommendations and predictive insights to enhance data discovery, governance, and usability. These outputs include data recommendations, where the AI suggests relevant datasets or reports based on user behavior and usage patterns, as well as search predictions, which anticipate what users are looking for and suggests relevant terms as they type. The system also generates informational insights, such as data lineage and usage trends, to help users understand data quality and provenance. Additionally, Alation’s AI feature provides governance alerts, flagging assets that may need review to ensure compliance and accuracy. Rather than making decisions, the AI outputs guide users toward more efficient and informed data management.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0005,Axon FUSUS (via HIDTA partners),Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: This capability is not provided or managed by ATF. It provides ATF staff access to Axon FUSUS systems which are provided and managed by High Intensity Drug Trafficking Area (HIDTA) partner agencies. FUSUS integrates video and other data from public safety systems to support law enforcement investigations and increase situational awareness for real-time operations. This includes AI-enabled  analysis of participating video streams, with configurable real-time notifications to law enforcement.

Expected benefits: Increased situational awareness for real-time law enforcement operations.",Notifications to law enforcement based upon preconfigured alerts from AI-enabled analysis of data streams from participating security devices,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0006,Azure Data Factory,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Other,None,"Purpose: ATF recently enabled Azure Data Factory subscription in Azure, which included smart and intelligent features like anomaly detection, data quality analysis, completeness and predictive function on data pipeline. ATF does not use these features directly.  These features are embedded within other tools.

Expected benefits: The embedded data analytics and data quality capabilities will increase the efficiency and effectiveness with which ATF is able to locate and analyze our data, and the quality and reliability of the resulting data.",Data extraction transformation/load pipelines used to integrate data from disparate datasets,"Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.","No, use case is too new to fully assess impacts; will be reassessed before end of acquisition and development stage."
DOJ-0007,Azure Zen 2 Storage,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Other,None,"Purpose: ATF recently enabled Storage subscription in Azure, which included smart features such as automatic data indexing. ATF does not use these features directly.  These features are embedded within other tools and enable automatic data indexing based on the data fed into the system. 

Expected benefits: Automatic data indexing increases the efficiency and effectiveness with which ATF is able to locate and analyze our data.",A data index which aides in the retrieval and analysis of ATF data.,"Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.","No, use case is too new to fully assess impacts; will be reassessed before end of acquisition and development stage."
DOJ-0008,Bloomberg Government - AKA BGOV,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: The purpose of the AI use case in Bloomberg Government (BGOV) is to enhance policy and regulatory analysis by automating data aggregation, pattern detection, and trend forecasting. Using AI, the system refines vast datasets into actionable insights, helping users quickly understand emerging issues and legislative shifts. By improving accuracy, the AI capabilities empower more informed strategic planning, better resource allocation, and improved overall comprehension of complex policy environments.

Expected benefits: The expected benefit is reduced guesswork in navigating complex public information, improving planning/strategy.","The AI features compile briefs, detect regulatory patterns, and compare data points into a coherent narrative.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0009,CargoNet,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: The purpose of the AI use case in CargoNet is to detect and interpret patterns within logistics and theft incident data, automating the process of identifying unusual activities or recurring risks. By using AI for pattern recognition and anomaly detection, the system reduces the need for manual data sorting, improves the reliability of its findings, and focuses investigative resources where they are most needed. Ultimately, this approach elevates efficiency, accuracy, and responsiveness in addressing crime related to cargo security.

Expected benefits: The expected benefit is focusing efforts on deviating areas/goods/patterns to improve effectiveness of subsequent steps.","The AI features produce alerts, reveal clusters, and connect events to show underlying trends.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0010,CellHawk (via HIDTA partners),Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: This capability is not provided or managed by ATF. It provides ATF staff read-only access to Cell Hawk data which is provided and managed by High Intensity Drug Trafficking Area (HIDTA) partner agencies.

Expected benefits: Link and trend analysis results provided by this system provide law enforcement personnel with increased insights into subjects' activities in the context of criminal investigations.",Link and trend analysis diagrams showing entities involved in criminal investigations and known cellphone-based communications between them,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0011,Coinbase,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Coinbase applies machine learning and analytical models to digital asset transactional data, identifying unusual or high-risk activities more swiftly. By automating anomaly detection, risk scoring, and pattern recognition, the system minimizes manual review, speeds up the detection of irregular transactions, and increases analytical accuracy. This leads to more efficient resource use, reduced human error, and a strategic focus on transactions that genuinely require closer examination.

Expected benefits: The expected benefit is more efficient resource allocation, prioritizing unusual transactions over a full review.","The AI features provide risk alerts, highlight suspicious groups, and explain why activities differ from norms.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0012,Digital.ai,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: Digial.ai is  ATF's enterprise tool for managing agile software development projects. It is used to capture user stories (requirements) and manage the processes of prioritization, implementation, testing, and close-out of the user stories. None of the AI features available within digital.ai are currently in use, but the use case is being reported because they are available within the product. AI features involve analysis of project status, supporting automated test generation, and automating software releases. ATF uses other non-AI products for these purposes.

Expected benefits: ATF is not using any of the available AI features.",ATF has not evaluated the AI features in detail since other non-AI products are currently being used to serve the purposes for which Digital.ai uses AI.,"Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.",Neither
DOJ-0013,DocketScope,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),Searching for information using AI.,"Purpose: This product interfaces with regulations.gov and uses text analytics on publicly submitted comments identify duplicate language submitted amongst comments and to sort them. The user still has to review each comment, but with the aid of DocketScope, the user knows which are repeat comments and which are uniquely written comments. 

Expected benefits: This product cuts down on the amount of personnel hours spent reviewing comments. By focusing on reading the duplicate comments once and identifying those issues, the agency is better able to focus personnel on reviewing the unique comments. This tool has saved ATF money otherwise spent in overtime work during rulemaking projects with tight deadlines. ","Using text analytics, this tool categorizes comments with identical language.  This tool allows the user to focus on different clusters of comments to review.  Instead of reading 10,000 duplicate comments, the user reviews the comment once. ","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0014,Dun & Bradstreet Business Establishments Data,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: The purpose of the AI use case in Dun & Bradstreet Business Establishments Data is to analyze business information, detect irregularities, and assess potential risks more efficiently. AI-driven data integration, anomaly detection, and trend analysis automate what would otherwise be intensive manual evaluations. This approach improves the speed and reliability of identification of questionable business activities, aids resource prioritization, and heightens overall accuracy and responsiveness in addressing potential issues.

Expected benefits: The expected benefit is more directed attention on atypical organizations, improving efficiency and reducing randomness.","The AI features generate risk indicators, show relationships, help rank businesses meriting closer look.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0015,Evidence.com - Axon,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: ATF's use of Axon body-worn cameras and the associated evidence.com service are integral to ensuring ATF's compliance with  Executive Order 14074 and DOJ policy documented in DOJ OIG, Inspector General Manual, Volume III, Chapter 236, Body Worn Camera Program. Body camera videos are transferred to the Axon Evidence.com service, which includes AI-based features for performing recognition of heads in videos for the purpose of redaction. ATF has performed limited testing of these capabilities, but is not operationally using them.

Expected benefits: Evidence.com provides AI-based features that identify the presence of heads in videos and can perform automated redaction. This would increase the efficiency of redacting video evidence for release. However, ATF is not operationally using them. ","Evidence.com AI capabilities will output bounding boxes around heads that are identified in videos, for input to redaction processes. These AI functions are not being operationally used.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0016,Federal Docket Management System,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),Searching for information using AI.,"Purpose: This system allows agencies to receive comments that are submitted electronically in response to rulemaking initiatives. The system has features that categorize comments based on text analytics, allow agencies to make those comments public facing or redact them, and allow agencies to download the comments. 

Expected benefits: This product makes agency review and processing of electronic comments received in the context of rulemaking more efficient.  The features in FDMS allow agencies to bulk post up to 1,000 comments allowing the public to see their comments faster. ",It is the place where agencies receive comments that are electronically submitted in response to a rulemaking. It allows agencies to make those comments public facing.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0017,FINDER,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: ATF uses the AI features in FINDER is to sift through violent crime and firearms trafficking data more efficiently. By employing machine learning to highlight significant patterns, suspects, or trends, the AI feature automates tasks that would normally require manual, resource-intensive reviews. This leads to quicker identification of essential insights, improves operational effectiveness, and ensures that effort is directed at the most pertinent leads, enhancing both speed and precision in investigative processes.

Expected benefits: The expected benefit is more strategic attention to areas that may reduce negative outcomes or enhance preparedness.","The AI features map trends, highlight recurrent factors, and propose focus points, reducing manual data reviews.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0018,First Two,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: ATF uses the AI features in First Two to link individuals to specific locations and visualize spatial relationships that might be important. By automating map-based data correlation, pattern discovery, and geospatial analysis, the system reduces manual data plotting and interpretation. This results in quicker recognition of significant activity areas, improved allocation of resources to critical locations, and overall enhancement of operational responsiveness and strategic planning.

Expected benefits: The expected benefit is more efficient focus on frequently visited places/people, enhancing resource allocation where location matters.","The AI features visualize activity geographically, spotlight frequent places, and suggest beneficial attention areas.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0019,LexisNexis Accurint,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: The AI features in LexisNexis Accurint merge and analyze an array of public and proprietary records to build a clearer picture of individuals and entities. By automating data integration, filtering, and pattern recognition, it expedites the identification of relevant subjects and connections. This advanced approach reduces manual searching, enhances accuracy in linking data points, and strategically directs focus toward high-value leads, improving overall investigative efficiency and decision-making.

Expected benefits: The expected benefit is accelerated identification of important figures/relationships, replacing inefficient manual searches across disconnected datasets.","The AI features compile overviews, note aliases, highlight patterns, giving clear reference points for exploration.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0020,LexisNexis Babel Street,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: LexisNexis Babel Street leverages advanced analytics on publicly available data, automating the identification of meaningful patterns, entities, and relationships. By integrating AI-driven classification, trend detection, and data correlation, the system enhances investigative and analytical workflows. This approach reduces manual effort, improves accuracy in pinpointing relevant insights, and optimizes resource allocation. Overall, the AI capabilities aim to streamline data exploration, increase operational efficiency, and support more informed decision-making.

Expected benefits: The expected benefit is more efficient identification of significant topics/entities, focusing time/resources effectively.","The AI features produce structured insights, highlight connections, and guide users to useful information without manual effort.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0021,Mark43 Public Safety Records,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: The AI features of Mark43 Public Safety Records organize, categorize, and correlate extensive law enforcement data from various sources. By employing AI-driven classification, entity resolution, and data linking, it reduces the manual workload needed to extract meaningful insights. This empowers users to identify key relationships and patterns more rapidly, increases data accuracy, and supports more strategic use of investigative resources, ultimately improving both timeliness and quality of public safety operations.

Expected benefits: The expected benefit is less guesswork, allowing focus on data likely to yield meaningful insights.","The AI features categorize documents, flag repeated factors, and highlight patterns that may otherwise be hidden without assistance.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0022,National Insurance Crime Bureau ISO ClaimSearch,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: The purpose of the AI features in National Insurance Crime Bureau ISO ClaimSearch is to analyze insurance claim data and highlight suspicious patterns or anomalies more efficiently. By applying AI-driven pattern recognition, risk assessment, and anomaly detection, this tool streamlines what would be a lengthy manual review process. This leads to faster fraud identification, more accurate identification of problematic claims, and better resource utilization, ultimately strengthening investigative outcomes.

Expected benefits: The expected benefit is more effective resource use, identifying claims that differ from typical patterns.","The AI features produce lists of flagged claims, show patterns, and suggest where deeper validation might help.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0023,OBR Indexing,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: The purpose of this AI use case is to improve the efficiency of tracing firearms using Gun Control Act (GCA) forms submitted to ATF by Federal Firearms Licensees (FFLs) that go out of business. Adhering to a Congressional restriction and consistent with previously audited (United States Government Accountability Office (GAO)) data systems, the AI use case is designed to only recognize specific data fields while ensuring no personal or identifying information about individuals is captured or searchable.

Using AI, the system recognizes the structure of various versions of GCA forms stored in the Out-of-Business Records. It extracts designated pixel data and converts it into searchable text through an optical character recognition (OCR) engine. This information is then indexed, allowing for faster and more efficient firearm trace searches. By automating this process and focusing exclusively on certain data, the system improves tracing speed and accuracy while also complying with the strict data restrictions for records submitted by out-of-business FFLs.

Expected benefits: The AI system is expected to significantly enhance ATF’s ability to fulfill its mission of supporting criminal investigations and promoting public safety by improving the efficiency of firearm tracing. Automating aspects of the search process will reduce the time, effort, and costs associated with manually sifting through millions of scanned forms. ATF will be able to respond to crime gun trace requests quicker, enabling law enforcement to act faster in solving crimes.

The system also ensures that only authorized data are processed and maintains compliance with all statutory restrictions. For the general public, these improvements translate to enhanced public safety through more efficient crime resolution and resource optimization. The system promotes a more effective and focused use of ATF resources, ultimately contributing to the Department of Justice’s broader mission of enforcing the law and ensuring public safety.","The AI system produces two key outputs. First, it identifies and isolates certain data fields. Then, it converts the data from these specific data fields into digitized text using OCR. This text is used to create a limited searchable index , which points firearm trace processors to potential responsive records. This streamlined process makes firearm tracing faster and more efficient, replacing the need for manual searches through scanned forms.","Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.",Rights Impacting
DOJ-0024,Operational Planning Analytics Risk Management Solution (OPARMS),Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: The Operational Planning Analytics Risk Management Solution (OPARMS) creates operation plans within ATF's case management system, Spartan, eliminating previous pdf-based operation plans. OPARMS will also provide dashboard overviews of the operation plans and risk data for all operation plans. AI-based features for analyzing operational planning metrics and strategies are being evaluated, but have not been implemented.

Expected benefits: Improve operational planning, data collection, and risk mitigation. Reduce time to fill out operation plans. Increase accuracy of data entered into operation plans by populating info from Spartan. Reduce approval times by routing and tracking operation plans through OPARMS. Increase collection of operations planning and after action reports by making these forms mandatory in order to close out an operation. Collect and store data to begin developing the analytics for calculating and identifying risk in operations allowing team members to better mitigate those risks.","Risk rating of proposed operations.
Recommendations for resource allocation based on risk ratings","Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.",Safety Impacting
DOJ-0025,Palantir (via access to external state LE system),Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: This use case is being reported because Palantir has AI-based capabilities. However, ATF only accesses Palantir through task force partnerships with a state law enforcement (LE) partner. The state LE agency uses Palantir as its case management system, and ATF's use is limited to searching for information which the state LE agency chooses to share with law enforcement partners. ATF has no involvement with or any knowledge of use of AI features by the state agency which runs the system.

Expected benefits: ATF use of the state LE partner Palantir system is limited to searching for information which the state agency chooses to share with law enforcement partners. ATF has no involvement with, any knowledge of, or any expected benefits from use of AI by the state agency which runs the system.",Unknown. ATF only uses the system to perform standard search functions of information which state agency chooses to share with law enforcement partners.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0026,PowerBI Premium ,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Other,None,"Purpose: ATF recently procured PowerBI Premium software, which included smart and intelligent features like smart data discovery, visualization, and natural language processing. ATF does not use these features directly; they are embedded within the tools, enabling automatic data recognition, discovery, and visualization based on the data fed into the system. 

Expected benefits: The embedded data analytic capabilities will increase the efficiency and effectiveness with which ATF is able to locate and analyze data.","Tables, graphs, link-node diagrams, and other visualizations of extracted data","Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.","No, use case is too new to fully assess impacts; will be reassessed before end of acquisition and development stage."
DOJ-0027,ServiceNow,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: ATF's helpdesk services vendor uses the ServiceNow Virtual Agent as part of its managed service offering to provide chatbot services to ATF users. This service allows users to chat with an AI chatbot to request and receive assistance with common issues and requests for support.

Expected benefits:  Use of the ServiceNow Virtual Agent has helped to accelerate the speed with which some users are able to get assistance, has increased user satisfaction based upon survey results, and has resolved user issues without requiring calls to helpdesk staff.",Chat-style interaction that is able to assist users with submitting and resolving common types of IT service requests.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0028,ShotSpotter (via access to external state/local systems),Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: This capability is not provided or managed by ATF. State and local partner law enforcement agencies provide access to a limited number of ATF staff.

Expected benefits:  Rapid detection of gunshots, which can help to decrease the time to respond to a violent crime.","Notifications to law enforcement of suspected gunfire, with a location and confidence rating.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0029,Southwest Border Transaction Record Analysis Center (SWBTRAC),Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: ATF uses the Southwest Border Transaction Record Analysis Center (SWBTRAC) to monitor cross-border financial transactions and identify unusual activities more efficiently. By integrating AI-driven anomaly detection, trend analysis, and risk scoring, it simplifies manual review and directs attention to truly irregular transfers. This approach ensures that investigative focus is applied judiciously, improves accuracy, and enhances strategic use of resources in addressing cross-border financial concerns.

Expected benefits: The expected benefit is faster recognition of outlier scenarios, focusing investigative resources on pertinent transactions.","The AI features provide alerts, highlight unusual transfers, and explain why certain activities warrant closer observation.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0030,Spokeo,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: ATF uses Spokeo to aggregate and enrich publicly accessible personal data to create comprehensive profiles of individuals related to investigations. AI-based entity resolution, data linkage, and pattern recognition automate the task of piecing together scattered details. This tool significantly reduces manual workload, sharpens the accuracy of identifying individuals of interest, and ensures that investigative energies are invested where they can yield the most valuable insights.

Expected benefits: The expected benefit is quicker access to comprehensive background details, easily identifying individuals of interest.","The AI features assemble contact info, historical records, and related data into a cohesive presentation.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0031,Thomson Reuters CLEAR,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Thomson Reuters Clear consolidates and analyzes diverse records, creating coherent profiles of individuals and entities. By applying AI-driven data integration, entity resolution, and intelligent filtering, it automates traditionally manual tasks. This leads to faster identification of subjects of interest, improved accuracy in linking related data points, and a more strategic use of time and resources. Ultimately, AI integration enhances investigative effectiveness, reduces errors, and supports more focused research.

Expected benefits: The expected benefit is reduced manual effort, enabling quicker discovery of relevant profiles and relationships.","The AI features organize profiles, indicate links, and suggest deeper review areas, streamlining  processes.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0032,TransUnion TLOxp Online Investigative Services,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: The purpose of the AI use case in TransUnion TLOxp Online Investigative Services is to gather and analyze diverse personal, financial, and asset-related data more effectively. By implementing AI for entity resolution, risk scoring, and pattern detection, this tool replaces manual data handling with automated insights. This tool accelerates the discovery of meaningful leads, reduces errors, and ensures attention is concentrated on cases truly warranting further review, improving both accuracy and resource allocation.

Expected benefits: The expected benefit is better use of time and effort, focusing on subjects and data points that are more relevant to investigations.","The AI features highlight key personal details, indicate anomalies, and present data in a structured format for deeper inquiry.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0033,Veritone Redact,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov, Mission-Enabling (internal agency support),None,"Purpose: ATF uses Veritone Redact to process Freedom of Information Act (FOIA) requests by automating the redaction of sensitive information within audio and video files. Utilizing advanced AI technologies, Veritone Redact aims to intelligently identify and redact personally identifiable information and other confidential content in multimedia files. This enables ATF to securely and efficiently handle FOIA requests that involve audio and video materials. The AI capabilities facilitate faster processing times and increase operational efficiency by automating a time-consuming and meticulous task. Overall, the incorporation of AI into Veritone Redact is designed to improve the efficiency, accuracy, and compliance of FOIA request processing involving multimedia content, enabling ATF to respond more promptly, reduce operational costs, and maintain higher standards of transparency and accountability. Veritone Redact is currently being configured for ATF's specific requirements and is not yet in production.

Expected benefits: The expected benefits of the AI use case in Veritone Redact involve enhancing the efficiency and accuracy of redacting sensitive information within audio and video files. By automating the identification and redaction of personally identifiable information and other confidential content, the AI reduces the time and effort required from staff to process multimedia materials. This leads to faster turnaround times for releasing information, thereby reducing customer wait times for FOIA requests. The AI-driven redaction process also helps ensure compliance with privacy laws and regulations, minimizing the risk of inadvertently disclosing sensitive information. These efficiencies result in cost savings through reduced labor hours and improved resource allocation. Overall, the AI in Veritone Redact improves operational efficiency, enhances compliance, and supports timely access to information for the public.","The AI system in Veritone Redact outputs recommendations and automated actions to support the redaction of sensitive information within audio and video files. It intelligently identifies personally identifiable information and other confidential content that may need to be redacted under legal exemptions under FOIA. The AI features provide suggested redactions by highlighting areas within multimedia files that require attention, assisting staff in making accurate redaction decisions. While the AI can automate parts of the redaction process, all suggested redactions are reviewed and approved by human staff to ensure compliance with legal standards. These outputs serve as tools to aid human decision-makers, with final decisions remaining under human control. Veritone Redact is currently being configured for the organization's specific requirements and is not yet in production.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0034,Whooster,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose:  Whooster integrates and analyze data from multiple sources to build comprehensive profiles on persons or entities of interest. AI-driven entity resolution, relationship mapping, and data enrichment help automate what would otherwise be manual, time-consuming cross-referencing. This improves the speed and accuracy of identifying relevant connections, ensures more directed follow-up, and optimizes the allocation of investigative resources.

Expected benefits: The expected benefit is more effective use of time, focusing on particularly relevant subjects.","The AI features compile profiles, highlight relationships, and present context, ensuring key info is easily accessible.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0035,Flock LPR (via HIDTA partners),Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: This capability is not provided or managed by ATF. High Intensity Drug Trafficking Area (HIDTA) partner agencies provide ATF staff access to Flock license plate reader systems managed by those partner agencies.

Expected benefits: License plate reader systems are used by law enforcement to assist with identification of vehicles associated with criminal investigations. ATF has no role in training or managing AI capabilities which are incidental to the service.",Alphanumeric characters and/or symbols associated with vehicle license plates,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0036,ELSAG - Leonardo (via HIDTA partners),Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: This capability is not provided or managed by ATF. High Intensity Drug Trafficking Area (HIDTA) partner agencies provide ATF staff access to ELSAG license plate reader systems managed by those partner agencies.

Expected benefits: License plate reader systems are used by law enforcement to assist with identification of vehicles associated with criminal investigations. ATF has no role in training or managing AI capabilities which are incidental to providing the service.",Alphanumeric characters and/or symbols associated with vehicle license plates,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0037,Motorola Solutions - Vigilant-LEARN,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: The purpose of the AI use case in Motorola Solutions Vigilant-LEARN is to process and interpret vehicle-related data, such as license plate information, more efficiently. Through AI-driven pattern recognition and automated alerts, this tool helps distinguish significant vehicle movements from routine traffic, minimizing manual tracking efforts. This improves operational efficiency, supports timely detection of noteworthy patterns, and enhances decision-making. In turn, this tool reduces human error, expedites responses, and contributes to more effective management of vehicle-related information.

Expected benefits: License plate reader systems are used by law enforcement to assist with identification of vehicles associated with criminal investigations. ATF has no role in training or managing AI capabilities which are incidental to providing the service.","The AI features provide alerts, suggest noteworthy vehicles, and reveal travel patterns, bypassing manual reviews.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0038,Thomson Reuters - Vigilant Vehicle Manager,Department of Justice,ATF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: The purpose of the AI use case in Thomson Reuters Vigilant Vehicle Manager is to intelligently organize, correlate, and analyze large volumes of license plate and vehicle sightings data. By automating the identification of recurring patterns and providing data-driven insights, it streamlines the workflow for identifying vehicles that may warrant attention. The AI capabilities reduce time-consuming manual reviews, improve accuracy in spotting significant trends, and help allocate investigative resources more effectively for timely and well-informed actions.

Expected benefits: License plate reader systems are used by law enforcement to assist with identification of vehicles associated with criminal investigations. ATF has no role in training or managing AI capabilities which are incidental to providing the service.","The AI features produce overviews of vehicle activity, highlight recurring patterns, and point to areas needing review.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0039,"Veritone Illuminate - Video/Audio-to-Text Translation
Machine Language Translation",Department of Justice,ATR,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Veritone Illuminate is a cloud-based application that provides machine translation and audio and video analysis transcription to aid human review in investigations. The product uses AI to systematically turn unstructured data (audio and video files) into structured data. The structured data can be easily searchable and provide more value to our cases.

Expected benefits: Facilitates efficient review of unstructured data.","Audio/video transcription text, face detection (not used), object/scene detection results in images/videos, text extraction from images, speaker identification in audio, pattern, recognition results, and entity extraction.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0040,"SAS (Forecasting, predictive analytics, data/statistical analysis)",Department of Justice,ATR,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: SAS products incorporate fundamental modeling, AI and machine learning techniques for predictive modeling, natural language processing, computer vision and deep learning. These products assist in the design and development of sophisticated economic models to analyze markets. This is a general-purpose tool for quantitative analysis and modeling that is generally used for analyzing and modeling market conditions and scenarios. While it is not practical to inventory all the ways in which this tool is used in individual cases, when the tool is used to develop evidence offered in litigation, ordinary rules of evidence apply.

Expected benefits: Provides ATR with the ability to analyze, summarize, synthesize, and manage various data sources and data formats to support economic and statistical analysis of corporation and market conditions. ATR relies heavily on data analytical tools to support micro - and macro-level analysis. ","Predictive model outputs, statistical analysis, natural language processing, text analytics, forecasting predictions, optimization recommendations, risk analysis scores, anomaly detection, 
customer segmentation groupings, decision tree analysis paths","Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.",Neither
DOJ-0041,"R (Forecasting, predictive analytics, data/statistical analysis)",Department of Justice,ATR,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: R is a product that incorporates fundamental modeling, AI and machine learning techniques for predictive modeling, natural language processing, computer vision and deep learning. This product assists in the design and development of  sophisticated economic models to analyze markets. This is a general-purpose tool for quantitative analysis and modeling that is generally used for analyzing and modeling market conditions and scenarios. While it is not practical to inventory all the ways in which this tool is used in individual cases, when the tool is used to develop evidence offered in litigation, ordinary rules of evidence apply.

Expected benefits: Provides ATR with the ability to analyze, summarize, synthesize, and manage various data sources and data formats to support economic and statistical analysis of corporation and market conditions. ATR relies heavily on data analytical tools to support mico - and macro-level analysis. ","Predictive model outputs, statistical analysis, natural language processing, text analytics, forecasting predictions, optimization recommendations, risk analysis scores, anomaly detection, 
customer segmentation groupings, decision tree analysis paths",Implementation and Assessment – The AI system associated with the use case is currently undergoing functionality and security testing.,Neither
DOJ-0042,"Stata (Forecasting, predictive analytics, data/statistical analysis)",Department of Justice,ATR,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Stata is a product that incorporates fundamental modeling, AI and machine learning techniques for predictive modeling, natural language processing, computer vision and deep learning. This product assists in the design and development of sophisticated economic models to analyze markets. This is a general-purpose tool for quantitative analysis and modeling that is generally used for analyzing and modeling market conditions and scenarios. While it is not practical to inventory all the ways in which this tool is used in individual cases, when the tool is used to develop evidence offered in litigation, ordinary rules of evidence apply.

Expected benefits: Provides ATR with the ability to analyze, summarize, synthesize, and manage various data sources and data formats to support economic and statistical analysis of corporation and market conditions. ATR relies heavily on data analytical tools to support mico - and macro-level analysis. ","Predictive model outputs, statistical analysis, natural language processing, text analytics, forecasting predictions, optimization recommendations, risk analysis scores, anomaly detection, 
customer segmentation groupings, decision tree analysis paths",Implementation and Assessment – The AI system associated with the use case is currently undergoing functionality and security testing.,Neither
DOJ-0043,"Matlab (Forecasting, predictive analytics, data/statistical analysis)",Department of Justice,ATR,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Matlab is a product that incorporates fundamental modeling, AI and machine learning techniques for predictive modeling, natural language processing, computer vision and deep learning. This product assists in the design and development of sophisticated economic models to analyze markets. This is a general-purpose tool for quantitative analysis and modeling that is generally used for analyzing and modeling market conditions and scenarios. While it is not practical to inventory all the ways in which this tool is used in individual cases, when the tool is used to develop evidence offered in litigation, ordinary rules of evidence apply.

Expected benefits: Provides ATR with the ability to analyze, summarize, synthesize, and manage various data sources and data formats to support economic and statistical analysis of corporation and market conditions. ATR relies heavily on data analytical tools to support mico - and macro-level analysis. ","Predictive model outputs, statistical analysis, natural language processing, text analytics, forecasting predictions, optimization recommendations, risk analysis scores, anomaly detection, 
customer segmentation groupings, decision tree analysis paths",Implementation and Assessment – The AI system associated with the use case is currently undergoing functionality and security testing.,Neither
DOJ-0044,"Databricks (Forecasting, predictive analytics, data/statistical analysis)",Department of Justice,ATR,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Databricks is a product that incorporates fundamental modeling, AI and machine learning techniques for predictive modeling, natural language processing, computer vision and deep learning. This product assists in the design and development of sophisticated economic models to analyze markets. This is a general-purpose tool for quantitative analysis and modeling that is generally used for analyzing and modeling market conditions and scenarios. While it is not practical to inventory all the ways in which this tool is used in individual cases, when the tool is used to develop evidence offered in litigation, ordinary rules of evidence apply.

Expected benefits: Provides ATR with the ability to analyze, summarize, synthesize, and manage various data sources and data formats to support economic and statistical analysis of corporation and market conditions. ATR relies heavily on data analytical tools to support mico - and macro-level analysis. ","Predictive model outputs, statistical analysis, natural language processing, text analytics, forecasting predictions, optimization recommendations, risk analysis scores, anomaly detection, 
customer segmentation groupings, decision tree analysis paths",Implementation and Assessment – The AI system associated with the use case is currently undergoing functionality and security testing.,Neither
DOJ-0045,Salesforce,Department of Justice,CIV,DOJ Chief AI Officer,AI@usdoj.gov, Government Services (includes Benefits and Service Delivery),None,"Purpose: CIV is testing instances of Salesforce to determine whether AI features would make it easier for our litigators to organize their case files.

Expected benefits: Time savings over manual categorization.",Files are organized into cases for user review,Initiated – The need for an AI use case has been expressed and its intended purpose and high-level requirements are documented.,Neither
DOJ-0046,ChatBot,Department of Justice,COPS,DOJ Chief AI Officer,AI@usdoj.gov, Government Services (includes Benefits and Service Delivery),None,"Purpose: The Intelligent Bot tool is implemented using Question and Answer (QnA) Maker and the Language Understanding (LUIS) services which is developed using the Microsoft Azure Software As A Service (SAAS) infrastructure in the Cloud on the COPS website.  

Expected benefits: This will allow COPS to easily implement a brand new knowledge base of questions and answers feature on the site which will respond via a chat box based on a question entered by the customer. ",Response,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0047,BMC Helix ITSM,Department of Justice,CRM,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: BMC Helix's ITSM AI capabilities include Proactive Problem Management and Incident Correlation, which will allow CRM's IT Service Desk to more efficiently identify issues, resolve incidents, automate case routing, and perform root cause analysis. 

Expected benefits: Increase IT service desk productivity, prevent issues before they occur, and decrease user downtime. ","Prediction, recommendation",Initiated – The need for an AI use case has been expressed and its intended purpose and high-level requirements are documented.,Neither
DOJ-0048,Thomson Reuters CLEAR - License Plate Recognition ,Department of Justice,CRM,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: CLEAR LPR enables investigators to identify location history for license plates, connect addresses and individuals of interest to a vehicle's location and obtain images of a vehicle. CRM uses CLEAR LPR to aid in investigations. 

Expected benefits: Streamline investigations, reducing the need to search multiple platforms, while saving costs and allowing investigators to more quickly identify relevant information.","Object recognition, OCR, prediction","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0049,Clearview AI,Department of Justice,CRM,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"CMS's Child Exploitation and Obscenity Section used Clearview fewer than five times in 2020 as part of evaluating and experimenting with the software. CEOS stopped using Clearview almost immediately after obtaining it, because of a reported data breach within Clearview. CEOS no longer has a Clearview license, is not using it, and does not plan to use it again.",N/A; not in use,Retired – The AI use case has been retired or is in the process of being retired.,Rights Impacting
DOJ-0050,Veritone,Department of Justice,CRM,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: CRM uses Veritone to convert speech in audio or video files into text transcripts.

Expected benefits: Transcribe audio and video, saving manual review time and associated costs. ",Transcription,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0051,,,,,,,,Removed due to administrative error.,,,
DOJ-0052,ArcGIS,Department of Justice,CRT,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: AI could be used in ArcGIS Pro for identification of ""Clustering"", ""Regression"", and ""Classification"" of a wide variety of types of spatial data.  AI could be useful for identifying discriminatory patterns or practices in bank loan lending, student attendance zone anomalies, disability compliance or a wide variety of criminal activities. This tool's AI features are not in use.

Expected benefits: AI implementation in geospatial software (ArcGIS Pro) would have direct benefits to DOJ CRT's mission.  It would speed up customer wait time by automating many of the geospatial processes that were previously done manually.  It would increase more comprehensive map/outputs by allowing AI to assess the geospatial data more thoroughly than a human could.  AI would also provide customers with more options for illustrating their output on maps, such that the customer can secure the map(s) that best represent the point they are trying to make for any given matter.",No output. The AI capabilities are available but not used or configured. Activation of these capabilities would require downloading special folders.,"Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.","No, use case is too new to fully assess impacts; will be reassessed before end of acquisition and development stage."
DOJ-0053,AWS/cloud.gov -  Network Routing,Department of Justice,CRT,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: To enable network routing technology to optimize speed of routing and re-route traffic around any configuration issues.

Expected benefits: Helps sustain reliable networks access to CRT networked infrastructure by CRT staff.",Decision and action relating to network routing and load management.,"Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.",Neither
DOJ-0054,Azure Platform/Tools - Network Routing,Department of Justice,CRT,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: To enable network routing technology to optimize speed of routing and re-route traffic around any configuration issues.

Expected benefits: Helps sustain reliable networks access to CRT networked infrastructure by CRT staff.",Decision and action relating to network routing and load management.,"Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.",Neither
DOJ-0055,Camtasia - Auto Captioning ,Department of Justice,CRT,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: Dynamic captions uses AI tech within the local client software to convert speech to text and produce a transcript file. This tool's AI features are not in use.  

Expected benefits:  The captioning is used based on user  preference within their client app.  The feature for production and retention of transcripts is disabled by CRT IT Policy. ",No output.  The transcription saving is disabled. ,"Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.",Neither
DOJ-0056,Cloudflare Turnstile,Department of Justice,CRT,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: To automate the disqualification of reports not submitted by a human but submitted by bots.  This tool monitors submissions by bots and may eventually block that bot-associated IP addresses from submitting reports.

Expected benefits: Saves pre-processing time by CRT staff and only routes actionable reports within the routing workflow.",Decision related to routing of a civil rights violation report submitted by a bot.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0057,Dragon,Department of Justice,CRT,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: Use natural language processing to convert spoken audio to text for employees with vision or mobility limitations.

Expected benefits: Increased accessibility. Employees with a disability are provided a solution to accommodate their reasonable accommodation for Section 508 obligations.",Text transcription of spoken audio. ,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0058,Evidence.com - Axon,Department of Justice,CRT,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: CRT uses the auto-transcribe feature to transcribe body worn camera footage to text making it more easily searchable.   CRT also uses the redaction assistant feature to remove sensitive information from videos.

Expected benefits: Improved speed of pre-processing workflows, faster identification of relevant audio, efficiency of investigations.","text transcriptions, video with sensitive images redacted","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0059,Zoom - Auto Captioning,Department of Justice,CRT,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: CRT uses an AI feature to convert speech to text and produce a transcript file. This tool's AI features are not in use. 

Expected benefits:  The captioning is used based on user preference within their client app.  The producing and retaining a transcript is disabled by CRT IT Policy. ",No output.  The transcription saving is disabled. ,"Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.",Neither
DOJ-0060,DEA Drug Signature Program Models,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Understanding the manufacturing origin and distribution route of illicit drugs by analyzing the chemical composition of seized drugs is a core DEA task. The purpose of this use case is to use AI/ML techniques to develop, maintain, and improve models that enable designated forensic chemists to identify a notional geographic origin or notional manufacturing route of samples selected for DEA's Drug Signature Programs.

Expected benefits: The solution supports designated forensic chemists at DEA to automate analyses and to more quickly identify trend changes regarding drug sample notional geographic origin or notional manufacturing route.",Designated forensic chemists responsible for a particular Signature Program are provided with the model's output - a notional geographic region of origin or a notional manufacturing route of samples -- which these forensic chemists then evaluate along with other available information to better understand drug trends.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0061,LPR 1,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA has a mission to protect communities. It requires a deep understanding of drug markets, manufacturing, and distribution channels. License Plate Readers (LPR) can be one important investigative tool to support cases.

Expected benefits: License Plate Readers (LPR) can be one important investigative tool to support cases. ","This License Plate Reader (LPR) technology captures images of vehicle license plates, automatically converts the information they contain to characters, and can add metadata such as the time and location the image was captured.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0062,LPR 2,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA has a mission to protect communities. It requires a deep understanding of drug markets, manufacturing, and distribution channels. License Plate Readers (LPR) can be one important investigative tool to support cases.

Expected benefits: License Plate Readers (LPR) can be one important investigative tool to support cases. ","This License Plate Reader (LPR) technology captures images of vehicle license plates, automatically converts the information they contain to characters, and can add metadata such as the time and location the image was captured.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0063,LPR 3,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA has a mission to protect communities. It requires a deep understanding of drug markets, manufacturing, and distribution channels. License Plate Readers (LPR) can be one important investigative tool to support cases.

Expected benefits: License Plate Readers (LPR) can be one important investigative tool to support cases. ","This License Plate Reader (LPR) technology captures images of vehicle license plates, automatically converts the information they contain to characters, and can add metadata such as the time and location the image was captured.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0064,LPR 4,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA has a mission to protect communities. It requires a deep understanding of drug markets, manufacturing, and distribution channels. License Plate Readers (LPR) can be one important investigative tool to support cases.

Expected benefits: License Plate Readers (LPR) can be one important investigative tool to support cases. ","This License Plate Reader (LPR) technology captures images of vehicle license plates, automatically converts the information they contain to characters, and can add metadata such as the time and location the image was captured.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0065,Friction Ridge Print Comparisons,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA has a mission to protect communities and save lives. The purpose of this use case is to compare friction ridge prints to other prints within the boundaries of a case. 

Expected benefits: To assist in friction ridge analyses, which can save significant amount of time and resources. It can standardize DEA's friction ridge program and reduce missed identification errors.",Outputs images and portions of print cards.,Initiated – The need for an AI use case has been expressed and its intended purpose and high-level requirements are documented.,Rights Impacting
DOJ-0066,Automated Count of Items in Photos,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA has a mission to protect communities and save lives. DEA's Forensic Sciences Division receives tens of thousands of diverse drug seizures (e.g. drug form, shapes, sizes, counts) annually. The purpose of this use case is for forensic chemists to utilize object detection as a second validation step. 

Expected benefits: To ensure timely high confidence of counts, this use case allows forensic scientists to accelerate validation and enables quality control checks by serving as a unbiased count against submitted paperwork and manual counts. This will reduce a labor and resource intensive counting process.",Outputs recommended counts with image labels.,Initiated – The need for an AI use case has been expressed and its intended purpose and high-level requirements are documented.,Neither
DOJ-0067,Body Worn Camera (BWC) Audio-Video Software AI Tools,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA has a mission to protect communities and save lives. DEA has dedicated personnel to review the proposed AI-generated redactions of extracted video files. Redactions are applied to a copy of the original file to ensure the raw files are not altered in the process.

Expected benefits: To further DEA's mission of protecting American communities, this allows dedicated DEA personnel to review proposed relevant footage, resulting in time and cost savings. In addition, this solution helps standardize the audio/visual redaction process to produce video evidence connected to judicial processes and FOIA requests.","Outputs include proposed redactions and text transcriptions of audio and video footage that require a dedicated DEA personnel to review, possibly adjust, and approve recommendations. ","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0068,Supply Chain Analytics,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA has a mission to protect communities and save lives. It requires an understanding of global drug markets, manufacturing, and distribution channels as well as the impact of illicit drugs on communities and individuals. Supply chain analytics is a tool to further drug trafficking investigations and protecting the American public.

Expected benefits: Supply chain information can further investigative leads and allow dedicated DEA personnel to better understand the impact and trends of drug markets. ",Supply chain analytical outputs vary by query and generally focus on specific markets or business entities.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0069,Data & Analytics Tools: Publicly-Available 1,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA is a data-driven organization that integrates data and analytics capabilities across its mission. The purpose of this use case is to search, monitor, and analyze wide variety of public-facing unstructured and structured data sources such as scientific literature, social media, dark web, news, public records, public internet forums, and more to protect American communities and save lives. 

Expected benefits: This use case enables DEA to gain key insights at exponentially higher speeds with lower costs by fusing variety of data sources. Benefits include: operational insights, emerging threat detection, agent safety, public safety, improved mission-enabling services, etc. ",Outputs vary by use case.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0070,Data & Analytics Tools: Publicly-Available 2,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA is a data-driven organization that integrates data and analytics capabilities across its mission. The purpose of this use case is to search, monitor, and analyze wide variety of public-facing unstructured and structured data sources such as scientific literature, social media, dark web, news, public records, public internet forums, and more to protect American communities and save lives. 

Expected benefits: This use case enables DEA to gain key insights at exponentially higher speeds with lower costs by fusing variety of data sources. Benefits include: operational insights, emerging threat detection, agent safety, public safety, improved mission-enabling services, etc. ",Outputs vary by use case.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0071,Data & Analytics Tools: Publicly-Available 3,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA is a data-driven organization that integrates data and analytics capabilities across its mission. The purpose of this use case is to search, monitor, and analyze wide variety of public-facing unstructured and structured data sources such as scientific literature, social media, dark web, news, public records, public internet forums, and more to protect American communities and save lives. 

Expected benefits: This use case enables DEA to gain key insights at exponentially higher speeds with lower costs by fusing variety of data sources. Benefits include: operational insights, emerging threat detection, agent safety, public safety, improved mission-enabling services, etc. ",Outputs vary by use case.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0072,Data & Analytics Tools: Publicly-Available 4,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA is a data-driven organization that integrates data and analytics capabilities across its mission. The purpose of this use case is to search, monitor, and analyze wide variety of public-facing unstructured and structured data sources such as scientific literature, social media, dark web, news, public records, public internet forums, and more to protect American communities and save lives. 

Expected benefits: This use case enables DEA to gain key insights at exponentially higher speeds with lower costs by fusing variety of data sources. Benefits include: operational insights, emerging threat detection, agent safety, public safety, improved mission-enabling services, etc. ",Outputs vary by use case.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0073,Data & Analytics Tools: Publicly-Available 5,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA is a data-driven organization that integrates data and analytics capabilities across its mission. The purpose of this use case is to search, monitor, and analyze wide variety of public-facing unstructured and structured data sources such as scientific literature, social media, dark web, news, public records, public internet forums, and more to protect American communities and save lives. 

Expected benefits: This use case enables DEA to gain key insights at exponentially higher speeds with lower costs by fusing variety of data sources. Benefits include: operational insights, emerging threat detection, agent safety, public safety, improved mission-enabling services, etc. ",Outputs vary by use case.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0074,Data & Analytics Tools: Publicly-Available 6,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA is a data-driven organization that integrates data and analytics capabilities across its mission. The purpose of this use case is to search, monitor, and analyze wide variety of public-facing unstructured and structured data sources such as scientific literature, social media, dark web, news, public records, public internet forums, and more to protect American communities and save lives. 

Expected benefits: This use case enables DEA to gain key insights at exponentially higher speeds with lower costs by fusing variety of data sources. Benefits include: operational insights, emerging threat detection, agent safety, public safety, improved mission-enabling services, etc. ",Outputs vary by use case.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0075,Data & Analytics Tools: Publicly-Available 7,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA is a data-driven organization that integrates data and analytics capabilities across its mission. The purpose of this use case is to search, monitor, and analyze wide variety of public-facing unstructured and structured data sources such as scientific literature, social media, dark web, news, public records, public internet forums, and more to protect American communities and save lives. 

Expected benefits: This use case enables DEA to gain key insights at exponentially higher speeds with lower costs by fusing variety of data sources. Benefits include: operational insights, emerging threat detection, agent safety, public safety, improved mission-enabling services, etc. ",Outputs vary by use case.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0076,Data & Analytics Tools: Publicly-Available 8,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA is a data-driven organization that integrates data and analytics capabilities across its mission. The purpose of this use case is to search, monitor, and analyze wide variety of public-facing unstructured and structured data sources such as scientific literature, social media, dark web, news, public records, public internet forums, and more to protect American communities and save lives. 

Expected benefits: This use case enables DEA to gain key insights at exponentially higher speeds with lower costs by fusing variety of data sources. Benefits include: operational insights, emerging threat detection, agent safety, public safety, improved mission-enabling services, etc. ",Outputs vary by use case.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0077,Data & Analytics Tools: Publicly-Available 9,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA is a data-driven organization that integrates data and analytics capabilities across its mission. The purpose of this use case is to search, monitor, and analyze wide variety of public-facing unstructured and structured data sources such as scientific literature, social media, dark web, news, public records, public internet forums, and more to protect American communities and save lives. 

Expected benefits: This use case enables DEA to gain key insights at exponentially higher speeds with lower costs by fusing variety of data sources. Benefits include: operational insights, emerging threat detection, agent safety, public safety, improved mission-enabling services, etc. ",Outputs vary by use case.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0078,Data & Analytics Tools: Publicly-Available 10,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA is a data-driven organization that integrates data and analytics capabilities across its mission. The purpose of this use case is to search, monitor, and analyze wide variety of public-facing unstructured and structured data sources such as scientific literature, social media, dark web, news, public records, public internet forums, and more to protect American communities and save lives. 

Expected benefits: This use case enables DEA to gain key insights at exponentially higher speeds with lower costs by fusing variety of data sources. Benefits include: operational insights, emerging threat detection, agent safety, public safety, improved mission-enabling services, etc. ",Outputs vary by use case.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0079,Data & Analytics Tools: Publicly-Available 11,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA is a data-driven organization that integrates data and analytics capabilities across its mission. The purpose of this use case is to search, monitor, and analyze wide variety of public-facing unstructured and structured data sources such as scientific literature, social media, dark web, news, public records, public internet forums, and more to protect American communities and save lives. 

Expected benefits: This use case enables DEA to gain key insights at exponentially higher speeds with lower costs by fusing variety of data sources. Benefits include: operational insights, emerging threat detection, agent safety, public safety, improved mission-enabling services, etc. ",Outputs vary by use case.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0080,Data & Analytics Tools: Publicly-Available 12,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA is a data-driven organization that integrates data and analytics capabilities across its mission. The purpose of this use case is to search, monitor, and analyze wide variety of public-facing unstructured and structured data sources such as scientific literature, social media, dark web, news, public records, public internet forums, and more to protect American communities and save lives. 

Expected benefits: This use case enables DEA to gain key insights at exponentially higher speeds with lower costs by fusing variety of data sources. Benefits include: operational insights, emerging threat detection, agent safety, public safety, improved mission-enabling services, etc. ",Outputs vary by use case.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0081,Data & Analytics: Chemistry Instrument Library,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA is a data-driven organization that integrates data and analytics capabilities across its mission. In the course of analyzing drug seizures, chemists within the Forensic Sciences Division encounter uncommon and or initially unknown chemical compounds. The purpose of this use case is to identify unknown drug samples by comparing them against a library of known spectra.

Expected benefits: For less commonly encountered compounds, this use case saves time and provides information for human decision-making. The  comparison/matching also fulfills requirements to provide spectra from known/traceable materials.",Outputs a recommended list of best matches to be decided upon by the analyst and included in the case file as supporting evidence for the identified substances reported.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0082,Data & Analytics: Gunshot Detection System ,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA is a data-driven organization that integrates data and analytics capabilities across its mission. The purpose of this use case is to utilize a sensor system to detect gunshots for physical security. This system is not for operational matters. 

Expected benefits: To assist DEA with protecting DEA employees in the event of an active shooter.",Sensors report gunshot activity.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0083,Data & Analytics: Financial and Cryptocurrency Transactions 1,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA is a data-driven organization that integrates data and analytics capabilities across its mission. The purpose of this use case is to enhance the investigative process and search for patterns and relationships in financial transactions including cryptocurrencies to support drug trafficking and money laundering investigations.

Expected benefits: Enhances the detection and prevention of financial crimes related to ongoing investigations.",Outputs include recommended results and data visualizations.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0084,Data & Analytics: Financial and Cryptocurrency Transactions 2,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA is a data-driven organization that integrates data and analytics capabilities across its mission. The purpose of this use case is to enhance the investigative process and search for patterns and relationships in financial transactions including cryptocurrencies to support drug trafficking and money laundering investigations.

Expected benefits: Enhances the detection and prevention of financial crimes related to ongoing investigations.",Outputs include recommended results and data visualizations.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0085,Data & Analytics: Financial and Cryptocurrency Transactions 3,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA is a data-driven organization that integrates data and analytics capabilities across its mission. The purpose of this use case is to enhance the investigative process and search for patterns and relationships in financial transactions including cryptocurrencies to support drug trafficking and money laundering investigations.

Expected benefits: Enhances the detection and prevention of financial crimes related to ongoing investigations.",Outputs include recommended results and data visualizations.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0086,Controlled Substances Act (CSA): Automation of Reports and Consolidated Orders System (ARCOS) Data Summarization,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA is a data-driven organization that integrates data and analytics capabilities across its mission. The purpose of this use case is to automate the validation and summarization of ARCOS data for further analysis.

Expected benefits: To save time and effort of fully manual review of ARCOS data. ",Outputs a list of recommendations with validated data with summary information.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0087,Controlled Substances Act (CSA): Transaction Data Ranking,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA is a data-driven organization that integrates data and analytics capabilities across its mission. The purpose of this use case is to rank CSA transaction data based on the factors identified/calculated as part of a manual analysis.

Expected benefits: To reduce time and effort of manually ranking.","Outputs a data visualization that highlights activity, based on certain factors, and includes a ranking.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0088,PenLink PLX,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA has a mission to protect communities and save lives. It requires a need to understand communications within criminal operations. Multi-language machine transcription of audio files is intended to filter massive audio files to relevant data for review. This is one feature of a larger system.

Expected benefits: To allow search of audio files to identify which parts of the conversations should be reviewed and interpreted officially by human translators and analysts for discovery purposes.",Outputs vary by use case.,"Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.",Rights Impacting
DOJ-0089,Generative AI / Large Language Model: Call Center Management and Service Delivery Support (Salesforce),Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Government Services (includes Benefits and Service Delivery),None,"Purpose: DEA is a data-driven organization that integrates data and analytics capabilities across its mission. The purpose of this use case is to improve the effectiveness of the Diversion Control Registrant Call Center by automating the routing of incoming calls, providing answers to common questions for Diversion Control Registrant call center agents to identify and quickly propose steps toward resolution, and monitoring customer feedback.

Expected benefits: To expedite responding to registrant needs with timeliness and consistency of DEA's customer service posture to DEA registrants. To decrease labor costs while maintaining high levels of customer service to DEA registrants. To capture needed improvements to service for implementation.","Outputs a recommended course of action with recommended response for the call center operator to the DEA registrant to resolve the interaction, a priority classification and response to customers needing higher level intervention of call center staff, and a report that summarizes the survey responses with quantifiable and qualitative metrics.","Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.",Neither
DOJ-0090,Generative AI R&D Sandbox,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: The purpose of this use case is to create a R&D environment to enable DEA to test and prototype Generative AI based solutions.

Expected benefits: To provide a safe environment to prototype and test experimental AI based use cases.",Outputs vary based on the use cases.,Initiated – The need for an AI use case has been expressed and its intended purpose and high-level requirements are documented.,Neither
DOJ-0091,Instructional System Design Online Courses,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA has a mission to protect communities and save lives. The purpose of this use case is to generate images for use in training materials.

Expected benefits: To reduce the amount of time and resources needed to develop training aids and graphical inserts for online Computer Based Training (CBT).",Outputs graphical content based on the queries entered by users. ,"Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.",Neither
DOJ-0092,Drone Technology,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA has a mission to protect communities and save lives. Drone technology uses AI for autonomous navigation and obstacle avoidance. The purpose of this use case is to enable more proficient drone operation and to support agent safety.
 
Expected benefits: This use case supports human drone operators and pilots in deploying drones. It reduces resources and allows trained drone operators to focus on real-time operational needs.",Outputs reports and analytics on drones operations. ,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Safety Impacting
DOJ-0093,Nuclear Magnetic Resonance (NMR) Spectra Prediction,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA has a mission to protect communities and save lives. Prediction of Nuclear Magnetic Resonance (NMR) spectra based upon chemical structures in an important component of structural elucidation when identifying known and unknown chemicals.

Expected benefits: Fast processing and interpretation of nuclear magnetic resonance spectra.",Outputs predicted labels for the spectra.,"Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.",Neither
DOJ-0094,Automated Services and Application Monitoring,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA operates a large number of systems, services, and applications within its IT environments. The reliable performance of these systems is critical for to DEA to carry out its mission. The purpose of this use case is to automate observability processes (metrics, logs, traces, etc.), enhance operational efficiency, and improve performance and reliability of services and applications within DEA IT environments.  

Expected benefits: To facilitate expedited information retrieval, discoveries within unstructured data to support timely mission-enabling functions.","Outputs the recommended results of root cause, impact analysis, automated remediation recommendations, and predictive insights.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0095,Controlled Substance Act (CSA): Retired Data Use Case (Hawk.ai),Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA is a data-driven organization that integrates data and analytics capabilities across its mission. The purpose of this use case was to validate and propose standardization updates for Automation of Reports and Consolidated Orders System (ARCOS) data to improve accuracy and conciseness.

Expected benefits: To improve the data capture and processing within Automation of Reports and Consolidated Orders System (ARCOS).",No AI outputs were generated. The contract period of performance has ended.,Retired – The AI use case has been retired or is in the process of being retired.,Neither
DOJ-0096,Generative AI / Large Language Model: Public Comment Summarization and Categorization (Docketscope),Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: DEA is a data-driven organization that integrates data and analytics capabilities across its mission. The purpose of this use case is to utilize Generative AI to classify, summarize, organize and analyze public comments on Regulations.gov.

Expected benefits: To save time in manually reviewing large quantity of comments with AI-enabled categorization, summarization, and trends analysis to support appropriate prioritization for DEA's review and validation.","Outputs categorizes, summarizes, filters, flags, and organizes per queries inputted by DEA.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0097,FedRAMP Authorized Cloud Environment (AWS),Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: DEA will migrate to a FedRAMP authorized environment, and will have access to AI/ML tools which may enable more data driven decision making.

Expected benefits: To support expedited data collaboration and analytics.",Outputs vary by use case.,"Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.",Neither
DOJ-0098,State Regional and Federal Enterprise Retrieval System (SRFERS): DOJ National Institute of Justice (NIJ) ,Department of Justice,DEA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: The DEA is responsible for coordination and cooperation with federal, state and local law enforcement officials on mutual drug enforcement efforts and enhancement of such efforts through potential interstate and international investigations beyond local or limited federal jurisdictions and resources. The purpose of this use case is to enable local law enforcement to identify individuals with whom they come into contact as appropriate. DEA does not manage this system.

Expected benefits: To quickly and accurately identify individuals with whom law enforcement officials come into contact as appropriate.","The AI system pulls data from multiple sources in order to find identifying information. These include data collected from: 1) Local law enforcement, i.e., the names, addresses, license plate numbers, and phone numbers of people with whom they've been in contact), 2) Jail bookings and inmates, 3) DMV, 4) License Plate Readers (LPRs) used by local law enforcement, and 4) ARJIS and SDLAW.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0099,Bloomberg (AI Assisted Legal Research),Department of Justice,Department-wide,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice, Searching for information using AI.,"Purpose: Provides AI-assisted research to help streamline legal research and document review. 

Expected benefits: Increases the speed at which attorneys can review and evaluate caselaw to determine if it is applicable to their current investigations. ",Case law recommendations,Initiated – The need for an AI use case has been expressed and its intended purpose and high-level requirements are documented.,Neither
DOJ-0100,BriefCatch,Department of Justice,Department-wide,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,Improving the quality of written communications using AI tools.,"Purpose: Aids attorneys with grammar and sentence structure to enable stronger written product.

Expected benefits: Provide stronger written products.","Briefs, summaries, and any other written work product.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0101,Cybersecurity Defense Tools,Department of Justice,Department-wide,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: Certain tools are used department-wide to provide endpoint detection; threat intelligence, analysis, and response; and related services. These tools include, for example, CrowdStrike, Zscaler, Splunk, Lookout, Palo Alto Networks, and Cisco Secure Network Analytics.

Expected benefits: To help the Department more quickly identify and respond to threats and indicators of compromise from systems.",Recommendations related to potential IT security threats ,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0102, eLitigation Tools,Department of Justice,Department-wide,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Department of Justice components use electronic litigation (“eLitigation”) tools for a broad range of purposes, including support of investigations, litigation, and FOIA and Privacy Act processes. Most of these tools are commercial-off-the-self products that are commonly used outside of government, such as Everlaw and Relativity. These tools increasingly integrate AI capabilities that can assist with tasks core to the mission of the Department, such as surfacing potentially discoverable information in voluminous collections of emails, text messages, or other electronic records; locating potentially inculpatory or exculpatory evidence in voluminous electronic data; and identifying material that may be appropriate for disclosure or withholding according to applicable legal rules and privileges.

Expected benefits: eLitigation tools can offer substantial benefits over exclusively human review of voluminous electronic information: they can be faster, more accurate and consistent, and more efficient. 

Please note: These tools are used in contexts that are rights-impacting, but the nature and details of AI uses vary, which may affect whether particular uses are rights-impacting.",Outputs vary by use case.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Case-by-case assessment
DOJ-0103,Digital Forensics,Department of Justice,Department-wide,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Forensic analysis tools used to extract, analyze, search, and organize digital evidence and datasets.

Expected benefits: Increases the efficiency of extracting data from devices and of analyzing/searching for pertinent data within devices and datasets.",Outputs vary by use case.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0104,General Web Search,Department of Justice,Department-wide,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),Searching for information using AI.,"Purpose: DOJ employees use services such as Google and Bing to retrieve information on a variety of subjects.

Expected benefits: Streamline the information-gathering processes.",Recommended search results,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0105,LexisNexis (AI assisted legal research),Department of Justice,Department-wide,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,Searching for information using AI.,"Purpose: Conduct legal research.

Expected benefits:  Improving accuracy and efficiency of legal research.","Recommends caselaw and other legal materials (such as statutes, regulations, and scholarly articles) and, in some circumstances, an overview of the law in response to queries.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0106,Percipio Skillsoft CAISY,Department of Justice,Department-wide,DOJ Chief AI Officer,AI@usdoj.gov,Education & Workforce,None,"Purpose: Interactive tool using generative AI to customize learning environments for the workforce.

Expected benefits: Training tailored to individual needs.",Training recommendations.,Initiated – The need for an AI use case has been expressed and its intended purpose and high-level requirements are documented.,Neither
DOJ-0107,ServiceNow,Department of Justice,Department-wide,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: To automate engagement with IT helpdesk personnel for IT requests. ServiceNow is a cloud-based platform that digitizes and automates workflows and  helps organizations work more efficiently and effectively. ServiceNow automates incident triage and classification and can handle routine inquires and simple tasks to free up resources to focus on higher priority issues. 

Expected benefits: Allows IT support to common and simple requests 24/7.  ServiceNow provides a scalable solution that supports faster and more responsive service delivery and cost savings across the organization. Virtual agents handle common inquires that free staff for higher priority issues while predictive intelligence offers data-driven insights to improve decision-making and optimizing resource allocation. Consistent processing helps reduce errors and enhances user experience.","Automated service requests
Incident resolution recommendations
Virtual agency responses
Data insights and analytics reports
Search results and recommendations 
Documented and categorized knowledge-based articles. ","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0108,ThomsonReuters CLEAR (AI assisted legal research),Department of Justice,Department-wide,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),Searching for information using AI.,"Purpose: Performing legal research.

Expected benefits:  Improving accuracy and efficiency of legal research. ","Recommends caselaw and other legal materials (such as statutes, regulations, and scholarly articles) and, in some circumstances, an overview of the law in response to queries.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0109,Westlaw (AI assisted legal research),Department of Justice,Department-wide,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),Searching for information using AI.,"Purpose: Performing legal research.

Expected benefits:  Improving accuracy and efficiency of legal research. ","Recommends caselaw and other legal materials (statutes, regulations, scholarly articles, etc.) and, in some circumstances, an overview of the law in response to queries.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0110,ArcGIS,Department of Justice,ENRD,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: ENRD uses ArcGIS to create, view, and edit GIS maps.  Although ENRD's ArcGIS license includes a feature known as GeoAI, ENRD has not yet used it, and there are currently no work flows involving the use of GeoAI. ENRD might use GeoAI in an appropriate case to screen a set of aerial photographs and identify objects or features in the photos. Pre-trained models offered by ArcGIS include models purportedly capable of identifying oil well pads and oil tanks, performing OCR on maps, and classifying land cover from certain image sources. The software also reportedly allows the training of custom models, although ENRD currently has no plans to create any. ENRD might use GeoAI to assist in mapping addresses contained in the text of a set of documents or to analyze large sets of tabular data, such as the geographical distribution of phone records.

Expected benefits: Faster evaluation of aerial photographs and documents that contain location information and discovery of patterns and clusters not readily apparent in data.","Data points on GIS maps indicating the presence of objects, features, or other locations of interest; choropleth maps depicting analytical results; statistical summary graphs and tables; repeatable analytic models.","Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.","No, use case is too new to fully assess impacts; will be reassessed before end of acquisition and development stage."
DOJ-0111,Parallel Search from CaseText,Department of Justice,ENRD,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,Searching for information using AI.,"Purpose: Parallel Search helps attorneys and paralegals identify cases that are relevant to particular points of law by allowing them to describe the case they are looking for in plain language. 

Expected benefits: Faster legal research",Legal citations to cases.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0112,Qualtrics,Department of Justice,ENRD,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"
Purpose: Qualtrics is a cloud-based service that can send out survey and record responses. ENRD uses it to send out questionnaires to its own employees to gather feedback on issues such as training needs and student feedback on training sessions. ENRD also uses Qualtrics to collect victim impact statements and to collect public input in environmental justice matters. 

Qualtrics includes a sentiment analysis feature, but ENRD has not used it. Sentiment analysis can review narrative responses from respondents and summarize the overall sentiment of a group of respondents and surface insights and issues from a large number of responses. Future uses of this tool are uncertain.

Expected benefits:  Qualtrics can provide immediate analysis of respondent sentiment and surface insights. It can reduce the number of hours and effort spent reading and scoring narrative responses and summarizing the overall opinion on the subject.",Survey responses and reports summarizing data from responses.,"Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.","No, use case is too new to fully assess impacts; will be reassessed before end of acquisition and development stage."
DOJ-0113,SimplyFile,Department of Justice,ENRD,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),Prioritizing and categorizing incoming emails using AI.,"Purpose: SimplyFile uses AI to learn a user’s email filing habits and then predict where the user will want to move each email by displaying a list of suggested filing locations. This allows users to file their emails with a single button click, rather than having to click and drag them to the correct folders.

Expected benefits: Faster and more accurate email filing",A sorted list of predicted filing locations (Outlook folders),"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0114,Veritone,Department of Justice,ENRD,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Veritone is available to ENRD through JMD. ENRD has not used Veritone, but might use it to help with discovery or investigation if the need emerges in an appropriate case or matter. Veritone can transcribe media files collected from an agency in response to a discovery request; provide machine translation (e.g., of foreign-language documents produced by an opposing party in litigation); assist with redactions of audio, video, or images obtained from agencies for civil discovery; and identify and track objects in video. ENRD might use such tools to perform a preliminary screening on large volumes of materials obtained in an investigation or in discovery. All materials, whether flagged during screening or not, would then be provided to counsel for further action in compliance with legal requirements.

Expected benefits:  Faster screening of large volumes of electronic materials or information that may be of interest in an investigation or discovery.","Transcribed or translated text, tagged media files, and draft redactions for media files.","Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.","No, use case is too new to fully assess impacts; will be reassessed before end of acquisition and development stage."
DOJ-0115,Zoom,Department of Justice,ENRD,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: Zoom provides automatic closed captioning at live training events, depositions, and court hearings. Closed captioning is provided for the benefit of the hearing impaired. Transcripts may be temporarily saved, e.g., for the convenience of the presenter to note areas in which the training could be improved next time, but otherwise the transcripts serve no official purpose and do not replace court reporters for generating official transcripts of depositions and hearings.

Expected benefits: Increased accessibility. Provide closed captioning text at live events.",Closed captions,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0116,Critical Mention,Department of Justice,EOUSA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Media monitoring service that allows users to search, analyze, and create reports using specific criteria. Facilitates searches in broadcasts, online news, social media, and podcasts. 

Expected benefits: Awareness of media mentions.",Curated reports about public media presence.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0117,Evidence.com - Axon,Department of Justice,EOUSA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: The Draft One product can be used by investigators to produce draft report narratives.  Investigators can use Auto-Transcribes to turn speech from audio sources into text. Investigators can leverage Redaction Assistant to detect and redact common objects found in body-worn videos.  Investigators can also use Audio Redaction to redacting the corresponding audio and transcript.

Expected benefits: Cost savings, reducing time to prepare, and increased efficiencies during litigation.","Review Assistant to Draft reports narratives, text audio conversion, and edited video.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0118,Flashpoint Ignite,Department of Justice,EOUSA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Curating publicly available information to assist with litigation. 

Expected benefits: Provides the capability to quickly aggregate and distill publicly available data to assist with litigation. ",Reports to assist with litigation (recommendation) ,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0119,Veriato - Insider Threat Management and User Activity Monitoring,Department of Justice,EOUSA,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: User Behavior Analytics detect anomalies. This tool uses machine learning to identify security threats.

Expected benefits: It allows large complex datasets to be analyzed effectively.",It outputs reports and alerts for anomalies.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0120,Object Classification Tool - Field Office Security Camera,Department of Justice,FBI,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Security enhancement to Field Offices.

Expected benefits: enhanced security",-,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Safety Impacting
DOJ-0121,"Data and Analytics: Data Synthesis, Filtering, and Linking (Procurement ID: 15F06722C0000258 )",Department of Justice,FBI,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Tool facilitates more efficient categorization and analysis of publicly available information.

Expected benefits: more efficient categorization and analysis",-,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0122,Facial Recognition Technology (Procurement ID: 15F06723P0001356 ),Department of Justice,FBI,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Tool to conduct authorized searches of photos of individuals pertinent to an ongoing investigation against publicly available images to generate investigative leads.

Expected benefits: generation of investigative leads",-,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0123,Document Text Extraction and Language Translation Tool,Department of Justice,FBI,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: System which uses optical character recognition and language translation to process information from physical or digital documents. This tool is not used for identification/authentication.

Expected benefits: process information from documents","Capability returns a list of detected words as well as a confidence score in additional English text for a specified word or phrase
It returns the coordinates of a detected biometric, as well a confidence score and the type of biometric detected.
It is used to automatically detect biometric data on tenprint cards and other documents in order to include the data in biometric submissions for the other systems.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0124,License Plate Reader 1 ,Department of Justice,FBI,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Program uses character recognition to read and identify license plates. 

Expected Benefits: License plate reader technology assists in locating vehicles associated with persons of interest.",License plate values,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0125,Enterprise Telecommunications Information System,Department of Justice,FBI,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: Quicker processing of calls coming into threat intake examiners when the caller information can be gathered and put into data fields automatically.

Expected benefits: Reduced customer wait time.",text,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0126,Facial Recognition Technology and Data Mapping Tools - 1 (Procurement ID: 15F06720P0001515),Department of Justice,FBI,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Tool to conduct authorized searches of photos of individuals pertinent to an ongoing investigation against publicly available images to generate investigative leads.

Expected benefits: generation of investigative leads",-,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0127,Human Language Extraction and Translation Technology,Department of Justice,FBI,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: Multi-language text extraction and translation tools.

Expected benefits: Transcribing of audio and video files into text which enables users to search for pertinent information.",-,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0128,Attrition and Background Models Capability,Department of Justice,FBI,DOJ Chief AI Officer,AI@usdoj.gov,Other,None," Purpose: Two models work in tandem:  Attrition Model: The basic goal of the model is to provide probabilities of attrition for all employees over different time windows, so that the total future attrition for arbitrary subsets of employees can be estimated. Background Model: The Background Model has two ML sub models related to successful background/on-boarding process clearances: chances of successful completion, and timeline for successful completions. Individual-level results are not provided to personnel involved in recruiting or retaining those individuals.

Expected Benefits: When the models are used successfully, the FBI's staffing fill rates will increase ensuring the organization has the necessary manpower to complete its objectives.",The models produce .csv files which are then incorporated into various database tables and reports for end users to consume. Outputs are general estimates and are not attributable to specific individuals.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0129,Audio and Video Recording Management Tool (Procurement ID: 15F06724F0002009),Department of Justice,FBI,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: Tool facilitates audio and video recording within FBI custodial interview rooms, consistent with DOJ and FBI policy.

Expected benefits: Prevents loss of required audio and video data within FBI custodial interview rooms",Audio and video recordings,Implementation and Assessment – The AI system associated with the use case is currently undergoing functionality and security testing.,Rights Impacting
DOJ-0130,License Plate Reader 2 (Procurement ID: 15F06720P0001767D),Department of Justice,FBI,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Program uses character recognition to read and identify license plates. 

Expected Benefits: License plate reader technology assists in locating vehicles associated with persons of interest.",License plate values,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0131,"License Plate Reader 3 
(APP-00325) ",Department of Justice,FBI,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Program uses character recognition to read and identify license plates. 

Expected Benefits: License plate reader technology assists in locating vehicles associated with persons of interest.",License plate values,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0132,National Crime Information Center,Department of Justice,FBI,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: To provide NCIC with a more accurate name matching algorithm that is currently in production.

Expected benefits: The models can produce much quicker searches on word embeddings than they would otherwise be able to do, and can generate a larger return of similar phrases or misspellings.","The output of the search algorithm is composed of both the AI components, external products, and NCIC-established parameters.","Acquisition and/or Development - An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.",Both
DOJ-0133,National Data Exchange,Department of Justice,FBI,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: N-DEx uses natural language processing (NLP) service that uses machine learning to uncover valuable insights and connections in the text of criminal justice and law enforcement related information in the system. N-DEx is used to perform this extraction by training models using data that contain that person or entity. 

Expected benefits: The benefit of this use case is to provide an entity extraction feature to aid N-DEx searches so that users can accurately search for people and filter the search results based on a specified role type.",Entity extraction such as person objects and addresses.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0134,National Instant Criminal Background Check System,Department of Justice,FBI,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Produce faster searches of databases of state laws relevant to a NICS background check.

Expected benefits: The models can produce much quicker searches on word embeddings than they would otherwise be able to do, and can generate a larger return of similar phrases or misspellings.", The AI model facilitates more accurate and wider-ranged search responses for NICS analysts when they examine state law databases for laws relevant to a NICS background check.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0135,Next Generation Identification (NGI),Department of Justice,FBI,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: To provide NGI with a more accurate biometrics capabilities, including name matching algorithm, provide finger print matching,  facial recognition, iris recognition, and latent print matching.

Expected benefits: Increased accuracy.",Investigative leads,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0136,TIPS,Department of Justice,FBI,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: The Threat Intake Processing System (TIPS) database uses AI algorithms to accurately identify, prioritize, and process actionable tips in a timely manner. The AI used in this case helps to triage immediate threats in order to help FBI field offices and law enforcement respond to the most serious threats first. Based on the algorithm score, highest priority tips are first in the queue for human review.

Expected benefits: The AI used in this case helps to triage immediate threats in order to help FBI field offices",A score that shows the probability of a threat. Key Phrase and Entity Extraction.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0137,Facial Recognition Technology and Data Mapping Tools - 2 (Procurement ID: 15F06720P0001275),Department of Justice,FBI,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Tool to conduct authorized searches of photos of individuals pertinent to an ongoing investigation against publicly available images to generate investigative leads.

Expected benefits: generation of investigative leads",-,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0138,Autonomous Detection and Monitoring (Procurement ID: 15F06721P0002431),Department of Justice,FBI,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Tool provides capabilities to support data and analytics, data synthesis, filtering, and linking of open source & threat intelligence.

Expected benefits: increased analytic capability",-,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0139,Adobe Acrobat,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Adobe Acrobat uses Optical Character Recognition (OCR) of scanned documents and indexes which can be searched to quickly locate information and process multiple FOIA and Privacy Act requests.

Expected benefits: Efficiency and cost savings. The AI tool allows employees to search for and find information quicker than manual processes would allow.",Provides areas to search for multiple requests.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0140,ahrefs,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov, Mission-Enabling (internal agency support),None,"Purpose: This application was used to check for grammatical errors and spelling. The application can also suggest verbiage, paraphrase content, and change tone. 

Expected benefits: Improved written communications; increased efficiency in drafting communications.",Suggestions on what verbiage to include to improve clarity. ,Retired – The AI use case has been retired or is in the process of being retired.,Neither
DOJ-0141,aifreebox.com,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov, Mission-Enabling (internal agency support),None,"Purpose: This application was used to check for grammatical errors and spelling. The application can also generate and translate text.

Expected benefits: Improved written communications; increased efficiency in drafting communications.",Suggestions on what verbiage to use to improve clarity.,Retired – The AI use case has been retired or is in the process of being retired.,Neither
DOJ-0142,ASCVD (Atherosclerotic Cardiovascular Disease) Risk Estimator,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Health & Medical,None,"Purpose: The ASCVD is used as a preventative measure to identify inmates that are at risk for heart disease in order to provide more aggressive treatment to reduce that risk.

Expected benefits: The expected outcome would be to have less heart disease or related complications due to the proactive assessment of potential risk.",An estimated percentage of the possibility of the inmate developing heart disease over the next ten years and over the inmate's lifetime.,Initiated – The need for an AI use case has been expressed and its intended purpose and high-level requirements are documented.,Both
DOJ-0143,Automated Medication Dispensing Cabinet (Pyxis),Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Health & Medical,None,"Purpose: The Automated Medication Dispensing Cabinet uses a fingerprint scanner in order to provide faster and more secure login of users.

Expected benefits: To prevent unauthorized access to the medications held in the cabinets.",Decides if the fingerprint scanned matches the one in the system for each specific employee.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0144,Automated Staffing Tool,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: This analytical tool is used for assessing staffing levels within the Federal Bureau of Prisons. 

Expected benefits: The expected benefit of the AI use case is to maximize cost effectiveness of staffing needs for each institution.",Output reports provide how many positions are currently authorized within the FBOP.,Implementation and Assessment – The AI system associated with the use case is currently undergoing functionality and security testing.,Neither
DOJ-0145,Aztec Learning Software,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Education & Workforce,None,"Purpose: Provide learners with data driven course work in Aztec Learning Management System (LMS).

Expected benefits: Improved learning experiences.",Predictions and reports of trends.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0146,BRAVO Classification ,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Uses statistical techniques to predict misconduct for newly admitted inmates. In turn, this prediction is used to assign appropriate security levels.

Expected benefits: Correctly classifying inmates' security level will decrease the level of misconduct towards other inmates and staff.",AUC score showing the degree to which the instrument correctly discriminates between those who commit misconduct and those who do not.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0147,Building Automation Systems,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: The systems enable FBOP employees to configure the environmental conditions, including AI-enabled security features.

Expected benefits: Reduce energy consumption and waste, monitor performance, and alerts for device failures.",Alerts,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Safety Impacting
DOJ-0148,ChatGPT,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov, Mission-Enabling (internal agency support),None,"Purpose: This tool was used to improve the quality of written communication, emails, and fliers to notify staff on institution updates.

Expected benefits: Improvements in the quality of written communications.",Recommendations on grammar and communication formats,Retired – The AI use case has been retired or is in the process of being retired.,Neither
DOJ-0149,Community Treatment Pipeline Screening,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Health & Medical,None,"Purpose: This is an FBOP-developed tool to identify individuals due to be released to the community who require clinical review for additional treatment services once released into pre-release confinement.

Expected benefits: Reduces clinical reviews by a third by pre-screening those with no indicators of potential treatment needs in FBOP records management systems (SENTRY or BEMR).  ",Checkmarks for potential types of treatment needs found in SENTRY or BEMR.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0150,Descript,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov, Mission-Enabling (internal agency support),None,"Purpose: This tool  synchronizes audio files to video. 

Expected benefits: Video to be used for communications and training purposes.","Output is an video file (e.g., MP4)",Initiated – The need for an AI use case has been expressed and its intended purpose and high-level requirements are documented.,Neither
DOJ-0151,Federal Bureau of Prisons Inmate Population Projections,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: FBOP takes a strategic planning approach to managing our agency. FBOP regularly reviews capacity requirements, considers the current and projected inmate population levels, current law enforcement initiatives, geographic origin of the confined population, and the age and condition of existing facilities.  The FBOP strives to manage the existing large population and resulting crowding, at higher security levels, to ensure that federal inmates continue to serve their sentences in a safe and humane environment. AI was used to assist in inmate population projections, helping FBOP achieve these goals. This AI use case assisted with the projection of estimated inmate populations for up to 4 years. 

Expected benefits: Benefits included the provision of information for agency budgeting and physical capacity planning to meet our strategic goals, such as: ensuring that FBOP appropriately cares for and houses those in our custody; continuing to operate a high quality, cost effective, and innovative health care system; developing environments which better mirror our communities; advancing technology in support of the agency's mission; and reviewing and analyzing data to inform evidence-based decisions that will be used to improve agency operations.","Aggregate level counts of inmates projected to be in agency's custody as of end of each future fiscal year, for the upcoming 4 years",Retired – The AI use case has been retired or is in the process of being retired.,Both
DOJ-0152,Gemini,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov, Mission-Enabling (internal agency support),None,"Purpose: This application was used to check for grammatical errors. The application can also generate content. 

Expected benefits: To help improve the clarity and grammar of written communications.",Recommendations on grammar and communication formats,Retired – The AI use case has been retired or is in the process of being retired.,Neither
DOJ-0153,Google Translate,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov, Mission-Enabling (internal agency support),None,"Purpose: Staff have periodically used Google Translate to translate documents and notifications for the Spanish speaking population from English to Spanish.

Expected benefits: Translating documents from English to Spanish allows for the Spanish speaking population the opportunity to stay well informed with the events and details of the institution.",Google translate provides a word for word translation of the information entered.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0154,Grammarly,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov, Mission-Enabling (internal agency support),None,"Purpose: This tool was used to improve the quality of written communication.

Expected benefits: Better written communications.",Recommendations on grammar and communication formats,Retired – The AI use case has been retired or is in the process of being retired.,Neither
DOJ-0155,InterQual,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Health & Medical,None,"Purpose: Data entered is analyzed to determine if an inmate needs a medical procedure.

Expected benefits: To streamline and assist in medical procedure decisions.","Provides a decision option, however, a medical doctor can chose to use the decision provided or override it.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0156,Medical Claims Adjudication,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Health & Medical,None,"Purpose: FBOP uses Quantum Choice to adjudicate medical claims and analyze system data.

Expected benefits: Cost savings and increased compliance with billing regulations and contract pricing terms.  It also provides data analysis to assist with the FBOP's mission.",Medical Billing Payment decisions are made utilizing the AI.,Implementation and Assessment – The AI system associated with the use case is currently undergoing functionality and security testing.,Rights Impacting
DOJ-0157,Medical Designations Calculator,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Health & Medical,None,"Purpose: Initial assessment of medical and mental health care levels.

Expected benefits: Reducing the time to determine a final medical and mental health care level.",A medical and mental health care level score (1-4),"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0158,NLETs Arrest Classification,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Uses statistical techniques to classify text descriptions of arrests.

Expected benefits: Accurate classification of arrests records and proper monitoring of recidivism.",Classifies arrests into offense types,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0159,Pathfinder,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Education & Workforce,None,"Purpose: To assist FBOP employees with career pathways. The system generates assessments based on user input.  It scores the assessments taken to provide a user with options for career pathways.

Expected benefits: Improved understanding of career pathways.",Provides employees with career recommendations based on assessments.,Implementation and Assessment – The AI system associated with the use case is currently undergoing functionality and security testing.,Rights Impacting
DOJ-0160,Prisoner Assessment Tool Targeting Estimated Risk and Needs (PATTERN),Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: This tool, developed by OJP, uses pre-defined rules to score an inmate's recidivism risk level.

Expected benefits: PATTERN provides a standardized approach to calculating a recidivism risk level.",A recidivism risk score.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0161,Psychological Test Interpretation - Pearson Assessments,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Health & Medical,None,"Purpose: Psychological test interpretation assistance.

Expected benefits: Assistance during psychological evaluations and treatment planning.",Interpretive reports.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0162,reCAPTCHA,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: FBOP uses reCAPTCHA to distinguish between a human and bot request to determine whether to allow the request to be submitted via email to the FOIA office.

Expected benefits: It provides verification and security to  website.",Determination of whether the request is coming from a human or bot to allow the request to be submitted via email to the FOIA office.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0163,Static-99 Sex Offender Data System (SODS),Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Static-99 is used as one data point in a 10 point manual process to evaluate FBOP sex offender's risk for recidivism. The tool uses pre-defined rules to score an inmate's recidivism risk level.

Expected benefits: To assist the evaluator in the recidivism risk review process by providing a key data point used in the overall evaluation.  ",A score indicating the inmate's risk for recidivism of a sexual offense.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0164,The R Project for Statistical Computing,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Software includes predictive procedures, modeling procedures, forecasting, text analytics, natural language processing, and other AI capabilities. FBOP uses this tool to analyze data and provide assessments that affect decisions made by FBOP.

Expected benefits: More efficient data analysis.",Recommendations from data analysis,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0165,Thomson Reuters Drafting Assistant Tool for MS Word,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,Improving the quality of written communications using AI tools.,"Purpose: FBOP uses Thomson Reuters Drafting Assistant tool in MS Word to help with the drafting of legal documents. 

Expected benefits: Better written communications.",Prediction and recommendation,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0166,"TruNarc, Smiths Detection",Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Tests suspected incoming mail for narcotics. 

Expected benefits: Confirmation of staff visual identification of narcotic introduction through institution mail. ",Reports ,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0167,Trunet Systems,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Security feature that allows only a particular adult in custody (AIC) access to their individual account. Uses biometric (fingerprints and vocal) identification.

Expected benefits: Secure access","Decision: If their biometrics matches, the inmate can gain access to their information.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0168,Truview,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: This tool uses AI functionality to search for relevant information within various FBOP systems.

Expected benefits: To assist with the FBOP's mission by completing assessments and analysis of FBOP systems for investigative purposes.",Provides users with actionable information for investigative purposes.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0169,UAS Threat Detector,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Detects and analyzes UAS near FBOP facilities to determine if the UAS is a threat to an institution. Provides reliable threat detection as part of FBOP’s overall mission to provide safe and secure facilities. 

Expected benefits: To maintain security of FBOP institutions. The benefits of such detections serve FBOP’s mission to protect society by confining offenders in the controlled environments of prisons and community-based facilities that are safe and appropriately secure.",Outputs provide UAS identification and location information.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Safety Impacting
DOJ-0170,UpToDate  ,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Health & Medical,None,"Purpose: This tool is used in research for clinical practice guidance.  The user can submit a condition and the tool compiles a list of treatments and information that is currently being recommended in the medical field.

Expected benefits: Improved patient outcomes","Information, summaries, links to published peer-reviewed research, and treatments.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0171,Veritone,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov, Mission-Enabling (internal agency support),None,"Purpose: FBOP uses Veritone software to redact videos and phone call transcripts to respond to FOIA requests for such items. The software uses AI to redact facial images and other potentially sensitive information. After the AI tool completes its initial review, a FOIA employee must still review videos frame by frame and transcripts in their entirety to ensure all information requiring redaction was completed and redacts items the AI tool missed. 

Expected benefits: Using AI saves countless hours of employee time, places BOP in a better position to both respond to FOIA requests and meet court imposed litigation deadlines, and ultimately saves the government money.",Recommendation: what to redact. It is not a decision since an employee must still review each frame of video / a full transcript and make necessary modifications. ,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0172,Wellsaid,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov, Mission-Enabling (internal agency support),None,"Purpose: This AI tool converts text to speech audio that is used in social media, training videos, and audiobooks

Expected benefits: Audio to be used for communications and training purposes.","Output is an audio file (e.g., MP3)",Initiated – The need for an AI use case has been expressed and its intended purpose and high-level requirements are documented.,Neither
DOJ-0173, Perimeter Detection Fence,Department of Justice,FBOP,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: System can detect intruders while minimizing false alarms.

Expected benefits: Increased security FBOP institutions. ",Alerts about movement for an employee to follow up with a live visual of the area.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Safety Impacting
DOJ-0174,Exiger Supply Chain Risk Management - DDIQ Research Engine ,Department of Justice,JMD,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: Exiger DDIQ leverages natural language processing (NLP), machine learning (ML), and AI-powered analytics to enhance due diligence processes by continuously ingesting and analyzing structured and unstructured data from thousands of global sources, such as news articles, legal filings, and public records. The AI sifts through this data to highlight relevant risk factors.

Expected benefits: Provides DOJ with data to make an informed decision on whether or not to move forward with the acquisition of a good/service based on the risks identified during research.","List of outputs from Exiger include:  Corporate records, beneficial owners, geopolitical risks, sanctions list, adverse media, litigation history, financial stability, supply chain relationships from a wide variety of sources","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0175,Exiger Supply Chain Risk Management - DDIQ Due Diligence Analytics ,Department of Justice,JMD,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: Exiger DDIQ leverages natural language processing (NLP), machine learning (ML), and AI-powered analytics to enhance due diligence processes by continuously ingesting and analyzing structured and unstructured data from thousands of global sources, such as news articles, legal filings, and public records. The AI sifts through this data to highlight relevant risk factors.

Expected benefits: Provides DOJ with data to make an informed decision on whether or not to move forward with the acquisition of a good/service based on the risks identified during research.","List of outputs include additional data and risk scores such as Foreign Ownership Control or Influence (FOCI), Reputational Criminal Regulatory (RCR), Financial Health Risk ","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0176,AWS AI Testbed,Department of Justice,JMD,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: Components test AWS AI tools in a test environment to assess utility. 

Expected benefits: Improves efficiencies, productivity, and data quality.",Outputs vary based on the use cases.,Initiated – The need for an AI use case has been expressed and its intended purpose and high-level requirements are documented.,"No, use case is too new to fully assess impacts; will be reassessed before end of initiation stage."
DOJ-0177,CoPilot,Department of Justice,JMD,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: Intelligent Recap feature within Microsoft Outlook is used for calendaring, meeting summaries, and email drafting.

Expected benefits: Reduces administrative time for user.",Meeting summaries and proposed email responses.,Initiated – The need for an AI use case has been expressed and its intended purpose and high-level requirements are documented.,"No, use case is too new to fully assess impacts; will be reassessed before end of initiation stage."
DOJ-0178,FOIA.gov Virtual Assistant ,Department of Justice,JMD,DOJ Chief AI Officer,AI@usdoj.gov, Mission-Enabling (internal agency support),None,"Purpose: The FOIA.gov Virtual Assistant Tool implements a guided workflow or wizard assisting the public in navigating the National FOIA Portal (NFP).  The solution assists in directing the public to documents agencies have made available in the public domain, to the correct agency component to submit a FOIA request, and to other content on FOIA.gov, depending on the user’s desired goal.

Expected benefits: The solution helps requesters and agencies by enabling the public to find the records they are seeking without the need for a FOIA request, by lessening the number of misdirected requests, and by reducing the need for agencies to respond to unnecessary or misdirected requests.","The solution gives a recommendation to the user on which agency to submit a FOIA request to, or whether the desired information is already available. Users are free to ignore the recommendations and submit FOIA requests to any agency they choose.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0179,Savan Group Intelligent Records Consolidation Tool ,Department of Justice,JMD,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: This AI and Natural Language Processing (NLP) tool is used to assess the similarity of records schedules across all Department records schedules.  The solution's technical approach has applicability with other domains that require text similarity analysis.

Expected benefits: The tool provides clusters of similar items to significantly reduce the time that the Records Manager spends manually reviewing schedules for possible consolidation.","An AI powered dashboard provides recommendations for schedule consolidation and review, while also providing the Records Manager with the ability to review by cluster or by individual record. ",Retired – The AI use case has been retired or is in the process of being retired.,Neither
DOJ-0180,Veritone,Department of Justice,NSD,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: NSD uses Veritone to transcribe and translate written, audio, and video files.  A standard workflow is our office receiving the media from the case team, we load it to the gov cloud, use one of the available Veritone engines to perform the transcription and/or translation, download the results, and provide back to the case team.

Expected benefits: Veritone is used to translate and transcribe non-English language audio for attorney review. This machine translation does not constitute an official record, but is a tool to allow initial review of the audio by the attorney. Veritone is also used to provide English language translations of large sets of documents containing non-English text in order to get an initial idea of the document contents and do not replace official translation of evidence. ",For text files that are transcribed into English the output contains the translated text. For Audio and video files a text file transcribing the translation is created as well as a closed captioning file.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0181,Salesforce,Department of Justice,NSD,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: CRM Analytics Plus provides contextual insights and AI-powered predictions and insights to drive engagement and focus directly in the flow of work in Salesforce. Drive outcomes at scale and get answers to inform your next best action with intelligent recommendations for every line of business or industry. This license also includes AI features, which are not in use at this time.

Expected benefits: NSD procured CRM Analytics Plus licenses for the use of Tableau for reporting.",No output. AI features not in use.,Initiated – The need for an AI use case has been expressed and its intended purpose and high-level requirements are documented.,Neither
DOJ-0182,Cyber Network Analysis for OCDETF MIS ,Department of Justice,OCDETF,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: Capture existing baseline network configuration and behavior with associated ports, protocols and services. Analyze the traffic and characterize normal ports, protocols and services. Identify any outliers and/or anomalous traffic. 

Expected benefits: Proactive monitoring, detection, and response to possible malicious activity which could disrupt OCDETF services. Also, this capability will allow OCDETF to protect the data from any malicious activity.","Recommendation
Summary of ports, protocols and services in use within the network compared to defined network traffic, ports, protocols and services. The comparison displays the difference and identifies outliers as a recommendation to investigate for possibly malicious or anomalous activities.",Initiated – The need for an AI use case has been expressed and its intended purpose and high-level requirements are documented.,"No, use case is too new to fully assess impacts; will be reassessed before end of initiation stage."
DOJ-0183,Cyber Network Analysis for OCDETF Oak Island  ,Department of Justice,OCDETF,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: Capture existing baseline network configuration and behavior with associated ports, protocols and services. 

Expected benefits: Proactive monitoring, detection and response to possible malicious activity which could disrupt OCDETF services. Also, this capability will allow OCDETF to protect the data from any malicious activity.","Recommendation
Summary of ports, protocols and services in use within the network compared to defined network traffic, ports, protocols and services. The comparison displays the difference and identifies outliers as a recommendation to investigate for possibly malicious or anomalous activities.",Initiated – The need for an AI use case has been expressed and its intended purpose and high-level requirements are documented.,"No, use case is too new to fully assess impacts; will be reassessed before end of initiation stage."
DOJ-0184,Enhanced Proactive Financial Analysis Techniques for Fusion Desktop ,Department of Justice,OCDETF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Deploys predictive analytics to enhance recognition of, and highlighting of, fraudulent financial activity across OFC financial and criminal holdings. This is a “PATT 3.0” process that is similar to the work being done to analyze suspicious activity reports (SARs) across federal judicial districts, currently done 1 district at a time with a manual stand-up by the OFC Search team and review by the OFC FAS, but generalized and upscaled. 

Expected benefits: Improve efficiencies by identifying and prioritizing financial fraud activity tied to open criminal investigations by including a broader data set and across multiple judicial districts to develop a better whole-of-US picture of financial fraud.",List of subjects with open criminal investigations which would be worth additional manual review for financial ties.,Initiated – The need for an AI use case has been expressed and its intended purpose and high-level requirements are documented.,"No, use case is too new to fully assess impacts; will be reassessed before end of initiation stage."
DOJ-0185,FinCEN SAR Summarization  ,Department of Justice,OCDETF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Analyze suspicious activity reports (SAR) using generative AI functionality.  

Expected benefits: Speed up production times for providing investigative support to the field. It also allows investigative analysts to have more bandwidth to do some deeper analysis.  ",Summarization of applicable FinCEN suspicious activity reports (SARs).,Initiated – The need for an AI use case has been expressed and its intended purpose and high-level requirements are documented.,"No, use case is too new to fully assess impacts; will be reassessed before end of initiation stage."
DOJ-0186,Generation of Graphs and Charts for OCDETF applications,Department of Justice,OCDETF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Create charts and graphs by describing the requested data to integrate.

Expected benefits: Charts and graphs aide in reporting of OCDETF investigations. Enabling this technology will  tremendously reduce the time which was used for formatting traditional Microsoft products.","Recommendation
Provide sample data to create charts and graphs to populate",Initiated – The need for an AI use case has been expressed and its intended purpose and high-level requirements are documented.,Neither
DOJ-0187,Generation of Large Test Data Sets for OCDETF applications  ,Department of Justice,OCDETF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Using generative AI modeling, we will create large volumes of test data so that QA, external audits and penetration testing, system demos & integration, etc., can use that generated test data at scale.  

Expected benefits: OCDETF developing and operating with a test set of data will enable engagements with external groups (like penetration test team, or vendors who want to see what the system looks like so they can offer a tailored demo or proposal). But manual generation of test data at the scale needed is not feasible, so we would rely on generative AI.","Test Data
Sample and/or mockup of test data from the applications used within the environment",Initiated – The need for an AI use case has been expressed and its intended purpose and high-level requirements are documented.,Neither
DOJ-0188,Machine Learning for Decision Support for Fusion Desktop  ,Department of Justice,OCDETF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: To take into account various criteria such as analyst workloads, similarities in case narratives and targets, and regional factors to suggest the optimal routing and assignment for product requests.  

Expected benefits: Improve efficiencies in routing request for OFC Products to send to the analysts and/or analytic units most suitable for working the product. Reduce rework and streamline the approvals process by suggesting agency approvers based on automated review of the product's content and ensuring all appropriate agencies are consulted for manual review.",Suggested assignment / routing for OFC Product Requests (e.g. to an analytic unit or specific analyst). Suggested approver assignments based on referenced agency data.,Initiated – The need for an AI use case has been expressed and its intended purpose and high-level requirements are documented.,"No, use case is too new to fully assess impacts; will be reassessed before end of initiation stage."
DOJ-0189,Machine Learning for Decision Support for OCDETF MIS  ,Department of Justice,OCDETF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Identify proposed OCDETF investigations for prioritized review, approval, and potential case designation based on success criteria trained from the entire OCDETF MIS corpus.  

Expected benefits: Improve efficiencies in routing OCDETF proposals through the workflow to receive OCDETF designation. Identify the best use of resources through ML trained on investigations matching emerging threats.",Lists of proposed OCDETF investigations in prioritized order.,Initiated – The need for an AI use case has been expressed and its intended purpose and high-level requirements are documented.,"No, use case is too new to fully assess impacts; will be reassessed before end of initiation stage."
DOJ-0190,Narrative Analysis for OCDETF Fusion Desktop ,Department of Justice,OCDETF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Will create summaries or precis from large volumes of text narratives submitted on OCDETF forms, for both information triage and trend analysis / emerging threat detection purposes. Gen AI would also allow interactive queries (e.g. you ask it questions) about the data it has summarized, and would be transparent (with citations of underlying data as needed). 

Expected benefits: Provide rapid review of information submitted as data ingested into the Fusion Desktop database. This will reduce the time necessary during data entry and review and will provide guidance on emerging threat areas which OCDETF may use to determine resource allocation or areas for additional study.","Summary of long narrative text (on a per form basis). Summary of trends common across multiple forms' narrative texts; e.g. if ""liquid fentanyl"" is a topic identified in multiple narratives over a short period of time in a specific OCDETF Region, it could indicate an emerging threat to follow up on.",Initiated – The need for an AI use case has been expressed and its intended purpose and high-level requirements are documented.,"No, use case is too new to fully assess impacts; will be reassessed before end of initiation stage."
DOJ-0191,Narrative Analysis for OCDETF MIS,Department of Justice,OCDETF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Will create summaries or precis from large volumes of text narratives submitted on OCDETF forms, for both information triage and trend analysis / emerging threat detection purposes. Gen AI would also allow interactive queries (e.g. you ask it questions) about the data it has summarized, and would be transparent (with citations of underlying data as needed).

Expected benefits: Provide rapid review of information submitted on OCDETF forms, including Investigation Initiation Forms (IIFs) and interim and final updates on open investigations. This will reduce the time necessary during data entry and review for OCDETF forms and will provide guidance on emerging threat areas which OCDETF may use to determine resource allocation or areas for additional study.","Summary of long narrative text (on a per form basis). Summary of trends common across multiple forms' narrative texts; e.g. if ""liquid fentanyl"" is a topic identified in multiple narratives over a short period of time in a specific OCDETF Region, it could indicate an emerging threat to follow up on.",Initiated – The need for an AI use case has been expressed and its intended purpose and high-level requirements are documented.,"No, use case is too new to fully assess impacts; will be reassessed before end of initiation stage."
DOJ-0192,Train ML on Intelligence Analyst Best Practices,Department of Justice,OCDETF,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Train AI on exemplary analyst work to suggest course of action to all analysts while they perform product research and development. 

Expected benefits: Improve efficiencies in developing OFC Products by providing decision support and limited automation by ML trained on exemplar analysts at the OFC. Provides guidance and suggestions particularly for resource-intensive actions, like conducting open source, commercial, or offline (swivel-chair) searches of data sets outside the OFC.",Suggested actions at each phase of OFC Product development workflow.,Initiated – The need for an AI use case has been expressed and its intended purpose and high-level requirements are documented.,"No, use case is too new to fully assess impacts; will be reassessed before end of initiation stage."
DOJ-0193,Azure AI Speech to Text Managed Service - Voice Transcription to Text,Department of Justice,OIG,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: Transcribe an audio file recordings to output a text transcript of the multiple speakers in the recording. A human validates the accuracy of transcriptions, and this tool is not used in investigations.

Expected benefits: Efficiency and cost savings. Individuals will spend less time and materials to fully process a recording and will deliver transcriptions sooner.",Text file with transcription of speakers within the recording.,Implementation and Assessment – The AI system associated with the use case is currently undergoing functionality and security testing.,Neither
DOJ-0194,Azure OpenAI Services - Analysis of audit reports,Department of Justice,OIG,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: Analyze draft reports and provide content recommendations in compliance with published standards, guidance, and rule books.  The published standards, guidance, and rule books may define formatting, characteristics of a good report, quality guidelines, requirements, internal controls, and generally accepted principles for an area of work.  Reports and all substantive content are authored by humans, not by AI.

Expected benefits: Quicker turn around for creating reports, analysis of reports to ensure consistency in content and removal of redundancy, and to assist in the management of report length.","Suggested phrases to reword a paragraph and/or identification of errors in statements as they align towards defined standards, guidance, or rule books.","Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.","No, use case is too new to fully assess impacts; will be reassessed before end of acquisition and development stage."
DOJ-0195,Azure OpenAI Services - Component-specific chatbot service,Department of Justice,OIG,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: Provide human-like conversational responses to conduct general information searches and suggestions towards improving text using generative artificial intelligence.

Expected benefits: Improve work efficiencies and curve user generative AI usage to an environment that is controlled and contained within GCCH and the DOJ OIG subscription instead of a commercial service.  The information and models generated within the GCCH environment stays within GCCH and do not further the model of commercial products or services.","The AI provides generative AI human-like responses/answers to questions and/or statements from a user.  In addition, the output can be a generated summary of an inputted excerpt or publicly available information.",Initiated – The need for an AI use case has been expressed and its intended purpose and high-level requirements are documented.,"No, use case is too new to fully assess impacts; will be reassessed before end of initiation stage."
DOJ-0196,Dragon,Department of Justice,OIG,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: The application is speech recognition software that initiates commands on a device or takes dictation into a word processing application.  The application is used for individuals with reasonable accommodations related to and/or difficulty typing, seeing, or navigating a Windows operating system environment.

Expected benefits: Increased accessibility.",Dictation of spoken words into a word processing document or initiation of macro commands in the Windows operating system environment.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0197,Informatica - CLAIRE ,Department of Justice,OIG,DOJ Chief AI Officer,AI@usdoj.gov, Mission-Enabling (internal agency support),None,"Purpose: The Informatica Enterprise Data Catalog with CLAIRE is an AI-powered data catalog that provides a machine-learning-based discovery engine to scan and catalog data assets across OIG. CLAIRE will be used to categorize, classify, and organize OIG data. It will also automate the data curation and connect data across OIG from disparate sources, and will track data movement from system views to column-level lineage. 

Expected benefits: Increases the efficiency and effectiveness by which OIG can locate and analyze our data.",Recommendations about OIG data,Implementation and Assessment – The AI system associated with the use case is currently undergoing functionality and security testing.,Neither
DOJ-0198,Nlets Nationwide License Plate Reader Pointer Index,Department of Justice,OIG,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Law enforcement usage of Optical Character Recognition (OCR) to assist with license plate reading under DOJ Policy.  LPR data is managed and maintained by other entities for law enforcement purposes.

Expected benefits: Law enforcement usage of Optical Character Recognition (OCR) to assist with license plate reading under DOJ Policy.","DOJ's National Crime Information Center (JWIN) facilitates access to the Nlets Nationwide License Plate Reader Pointer Index, which provides access to states and/or federal agencies that maintain their own LPR repositories. LPR data is managed and maintained by other entities for law enforcement purposes.","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0199,Axon,Department of Justice,OIG,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Archival capture of raw video and audio footage that are accessed only to the extent needed for prosecution or investigation purposes.  AI functionalities for analysis, voice transcription, and redaction are not utilized or relevant for our use.

Expected benefits: This use case does not utilize AI functions.  AI features are included in the product, but have not been installed and not relevant for our use.",N/A; AI features not in use,"Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.",Rights Impacting
DOJ-0200,SAS Enterprise Miner - Grant risk assessment model,Department of Justice,OIG,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: To estimate a financial assistance award’s questioned costs during an audit.

Expected benefits: Provide auditors with an additional resource in performing risk assessments that assist in the audit selection process. Allowing auditors to focus work on higher-risk grants can allow for the recovery or redirection of misused government funds and improve auditor effectiveness and efficiency.",Estimated questioned costs resulting from an OIG audit.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0201,MACO Project: Law Enforcement CAD Data Autocoder,Department of Justice,OJP,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: The purpose of this AI use case is to develop a standardized approach to analyzing computer-aided dispatch (CAD) data from various law enforcement agencies. Due to the current lack of standardization in how these data are collected, the aggregation of police activity across agencies is limited and not scalable. By leveraging machine learning and large language models, the project aims to create a text classifier that standardizes raw CAD data, enabling comprehensive comparisons of police activities and community needs across jurisdictions with the goal of providing national estimates of calls for service. 

Expected benefits: The ability to standardize and better leverage agency CAD data has implications for the individual agencies, state and federal government, and the research community. From an operational perspective, use of this tool will allow for the more efficient organization of data within the agency as well as the ability to compare across agencies regionally or at the state level to compare police activity and community needs. The standardization schema and the tool's translation of data into this format serves as a shared language that can allow for jurisdictional comparisons not before possible at scale. From the DOJ's perspective, a nationally representative police CAD dataset supplements NIBRS to provide an understanding of patterns in activity not captured by NIBRS and includes police activity beyond the scope of traditional crime measures. Likewise, for the public and research community, previous understandings of police activity, how they spend their time, and issues across communities have been limited within jurisdictions. This project, supported by the AI tool, will provide an opportunity for a broader understanding of the work law enforcement does in communities.  ","The output of the autocoder is a classification prediction. In the context of event type, it takes raw text like 'shoplifting' runs the raw code through an LLM and predicts which of our established categories that event belongs in, in this case ""Property Crime: Theft"". The output of the packaged tool is a dataset with these classifications appended to the raw CAD file. ","Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.",Neither
DOJ-0202,"MS Streams Transcription ML Service - Meeting the Basic Needs of Crime Victims in Underserved Communities:
Piloting New Approaches to Support Victim Services",Department of Justice,OJP,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),Transcribing and summarizing a recorded meeting or interview using AI. ,"Purpose: A pilot OJP Office for Victims of Crime Notice of Funding Opportunity allowed video submissions of grant applications. MS Streams transcribed videos into scripts.

Expected benefits: MS Streams transcribed videos into scripts. Transcriptions helped reviewers speed up the review process.",The system outputs video transcriptions. These transcriptions informed recommendations for grant awards. ,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0203,Offense Text Auto-Coder (OTAC) - Automated offense coder from offense charge text strings used for the BJS National Pretrial Reporting Program,Department of Justice,OJP,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: The purpose of this tool is to improve description and comparability of offense charges across jurisdictions. When using justice administrative data from various jurisdictions (localities, states, and federal), the way offenses are described (i.e., the exact text strings used) vary greatly. For example, assault and battery may be spelled out, or abbreviated in novel ways such as A&B, A & B, A+B, A?B, battery & aslt, etc. This tool is used to facilitate grouping identical concepts under one common set of offense codes. The data that BJS makes available will be aggregated or deidentified.

Expected benefits: Improved comparisons of criminal justice data",The output of this autocoder is common definitions for offense charge classification. It has been trained on an offense crosswalk for the BJS National Corrections Reporting Program (NCRP) (https://www.icpsr.umich.edu/files/NACJD/ncrp/Offense_Code_Crosswalk.xlsx) to convert plain-text offense descriptions into classifications routinely used by the NCRP.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0204,Prisoner Assessment Tool Targeting Estimated Risk and Needs (PATTERN),Department of Justice,OJP,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: This tool was developed in response to Section 3632 of the First Step Act of 2018 which required the Attorney General to develop and release a risk and needs assessment system. PATTERN predicts the likelihood of recidivism for individuals three years after release from FBOP custody.

Expected benefits: The tool provides critical information to FBOP about the risk of recidivism and possible programming needs for their population.",Prediction of the risk of recidivism,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0205,Rapid Offense Text Autocoder (ROTA) - Automated offense coder from offense charge text strings used for the BJS Criminal Cases in State Courts,Department of Justice,OJP,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: The purpose of this tool is to improve description and comparability of offense charges across jurisdictions. When using justice administrative data from various jurisdictions (localities, states, and federal), the way offenses are described (i.e., the exact text strings used) vary greatly. For example, assault and battery may be spelled out, or abbreviated in novel ways such as A&B, A & B, A+B, A?B, battery & aslt, etc. This tool is used to facilitate grouping identical concepts under one common set of offense codes. The data that BJS makes available will be aggregated. 

Expected benefits: Improved comparisons of criminal justice data.",The output of this autocoder is common definitions for offense charge classification. It has been trained on an offense crosswalk for the BJS National Corrections Reporting Program (NCRP) (https://www.icpsr.umich.edu/files/NACJD/ncrp/Offense_Code_Crosswalk.xlsx) to convert plain-text offense descriptions into classifications routinely used by the NCRP.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0206,Research Abstract Screening for CrimeSolutions,Department of Justice,OJP,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Use natural language processing, machine learning, and artificial intelligence processes developed by a contractor to aid in screening abstracts of newly identified evaluation research for consideration in future program ratings. 

Expected benefits: This provides a more efficient method for screening large numbers of research/program evaluation study abstracts to help identify those that are appropriate for further review and analysis in producing CrimeSolutions profiles and evidence ratings.  ",The output is a classification prediction indicating that individual abstracts pertain to studies that meet basic parameters for inclusion and further human review.  ,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0207,Veritone Illuminate,Department of Justice,OPR,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: The purpose of the AI software (Veritone) is to transcribe or translate recordings into speaker separated conversations.

Expected benefits: Using Veritone’s AI transcription is expected to save OPR substantial amounts of money compared to our prior, routine use of court reporters to transcribe audio recordings of investigative interviews.  In addition, human transcription of OPR’s audio recorded interviews typically has a two to three week turnaround to receive the transcripts back from the court reporters.  The Veritone Illuminate AI software generates transcripts within a matter of hours.  The quicker turnaround on transcription allows OPR to more efficiently and promptly complete its investigations.",The output are written transcriptions of  recorded interviews which is used as an aid in the decision making of a investigation.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0208,Adobe,Department of Justice,PAO,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: Adobe has function that enables the generation of images. PAO does not use this function/feature.

Expected benefits: PAO does not use this feature/function.","Images, if feature were in use","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0209,EEG - Live Captioning,Department of Justice,PAO,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: EEG provides real-time captioning of live events that PAO broadcasts.

Expected benefits: Greater accessibility. Compliance with law; Section 508 requires live captioning of live events, and this provides it. ",Captions,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0210,Hootsuite,Department of Justice,PAO,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),Scheduling and managing social media posts using AI. ,"Purpose: PAO uses Hootsuite to schedule and manage social media products. Hootsuite also includes AI-powered social listening features, but PAO does not use those features.

Expected benefits: It can advise on when the best time to post would be for maximum engagement, which will help promote our message.",Recommendations about date and time to publish content,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0211,Social Media Products,Department of Justice,PAO,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: Social media platforms used by PAO, such as Instagram and YouTube, can automatically create video captions or alt text for images/graphics when multimedia is uploaded.

Expected benefits: Greater accessibility.",It generates captions or alt text automatically in the social media platform.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0212,Veritone Digital Media Hub ,Department of Justice,PAO,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: The Veritone Digital Media Hub includes AI features that allow PAO to search our event photo databases and identify objects in those photo catalogs.

Expected benefits: Increased efficiency of searches of archival images so that PAO can find and continue using assets.",Recommendations of images that match the terms searched for,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0213,Lexis Nexis (People Search),Department of Justice,PARDON,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,Searching for information using AI.,"Purpose: Allows the retrieval of personal data for an individual such as historical addresses.

Expected benefits: Improve the accuracy and comprehensiveness of a clemency applicant's personal data.",Summary,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0214,LexisNexis (AI assisted legal research),Department of Justice,PARDON,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,Searching for information using AI.,"Purpose: Allows the retrieval of court cases and briefings.

Expected benefits: Improve accuracy and understanding of the legal issues associated with a clemency application.",Summary,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0215,Pacer Search,Department of Justice,PARDON,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,Searching for information using AI.,"Purpose: Allows the retrieval of court cases when there are security concerns associated with a clemency application.

Expected benefits: Improve accuracy and understanding of the legal issues associated with a clemency application.",Summary,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0216,Westlaw (AI assisted legal research),Department of Justice,PARDON,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,Searching for information using AI.,"Purpose: Allows the retrieval of court cases and briefings.

Expected benefits: Improve accuracy and understanding of the legal issues associated with a clemency application.",Summary,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0217,Westlaw (People Search),Department of Justice,PARDON,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,Searching for information using AI.,"Purpose: Allows the retrieval of personal data for an individual such as historical addresses.

Expected benefits: Improve the accuracy and comprehensiveness of a clemency applicant's personal data.",Summary,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0218,Salient Factor Score,Department of Justice,PAROLE,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: The Salient Factor Score is an actuarial risk assessment device designed in the 80's and last updated in 1998 which is based entirely on pre-incarceration factors, including prior criminal history, nature of the instant offense, age at the instant offense, and other factors.

Expected benefits: Helps assess the likelihood of success on parole.  This is one of several factors.",Score,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0219,ProLaw ,Department of Justice,PRAO,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: ProLaw assists PRAO attorneys in searching a large quantity of prior PRAO inquiries and advice stored in a database to identify relevant historical inquiry files that will assist the attorneys in determining how PRAO has advised on similar matters in the past.  

Expected benefits: ProLaw enables PRAO to store digitally all PRAO inquiry files, consistent with the component's records retention schedule.  ProLaw also enables PRAO personnel to quickly search large quantities of inquiry files to identify relevant historical inquiries and advice to a current matter a PRAO attorney is working on.  This greatly reduces the amount of time it takes PRAO staff to research which then reduces the wait time of the Department attorney who has requested PRAO advice.  Because ProLaw allows PRAO to store records digitally, it also provides a significant government cost savings in the amount of money paid to store hard copy records.","ProLaw's output is information.  Specifically, PRAO uses ProLaw to identify all of the digital inquiry files in the database that are consistent with the user's selected search query.  For example, it might help a user to identify all PRAO inquiry files between the dates of January 1, 2023, and December 31, 2023, that discuss New York Rule of Professional Conduct 4.2 and the use of the case United States v. Nouri, 711 F. 3d 129. ","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0220,AWS Transcribe,Department of Justice,TAX,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: TAX sometimes receives audio or video for review without a text transcript.  Much of the time, TAX uses human transcription vendors to transcribe the audio to text; however, if the volume is significant, TAX might use the AWS service to transcribe to text so that it is keyword-searchable and a rough version can be evaluated by the reviewer, and it can be determined if a certified version is required.

Expected benefits: Neural machine transcription that converts audio to text.
",Transcribed text.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0221,AWS Translate,Department of Justice,TAX,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Often times, TAX receives information for review in a foreign language.  Much of the time, TAX uses human translation vendors to translate the foreign language to English; however, if the volume is significant, TAX might use the AWS service to translate the text so that it is English searchable and a rough English version can be evaluated by the reviewer and it can be determined if a certified version is required for relevant records. 

Expected benefits: Neural machine translation that provides language translation of text-based content.
",Translated text.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0222,JAWS,Department of Justice,TAX,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: Text to speech software for the visually impaired.

Expected benefits:  Increased accessibility. Audio description of visual objects. Typically used for blind individuals and satisfies 508 requirements.",Audio summaries of text,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0223,OnCue,Department of Justice,TAX,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: OnCue is a trial presentation tool.  The tool allows an operator to display exhibits (e.g., tiff, jpg, native, audio/video) onto a screen and speakers.  This tool allows users to edit video, load documents and images, and annotate (e.g., highlights, callouts, zooms).  When used as a litigation support tool, OnCue can be used to stamp records with Exhibit or Bates endorsements, for example.

Expected benefits: Facilitates efficient exhibit management.",Digital images.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0224,TextMap,Department of Justice,TAX,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: TextMap is a means for displaying transcripts for review. The input is text or video, and TextMap formats the underlying transcript files for human review and markup. TAX uses this tool to organize, search and annotate text transcripts as well as link text to video testimony or exhibits. Owned by Lexis, and part of a suite that also includes CaseMap.

Expected benefits: Used to organize, search and annotate text transcripts as well as link text to video testimony or exhibits",Annotated transcripts.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0225,Axon Video Retention Solution (VRS) - object recognition and redaction,Department of Justice,USMS,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: The AI/Axon Redaction Assistant is non-generative and used in workflow automation.  AI is used in limited capacity to blur/redact predefined shapes in Body Worn Camera (BWC) footage for release to various law enforcement entities and the public upon request.  

Expected benefits: This product allows for the protection of identities.",Recommendation,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0226,Clearview AI,Department of Justice,USMS,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Clearview AI provides law enforcement and government agencies with lead generation through the use of a search platform. The platform includes the largest known database of 50+ billion facial images sourced from public-only web sources, including news media, mugshot websites, public social media, and many other open sources. USMS utilizes Clearview AI to search photos of known individuals against publicly available images for similar matches.

Expected benefits:  Clearview AI’s investigative platform enables the rapid development, evaluation, and utilization of critical information otherwise unknown to investigators, allowing for possible investigative leads to be realized. Such crucial information assists in the swift and secure apprehension of violent fugitives and recovery of critically missing children, thereby helping to make communities safer.","Clearview AI will provide a list of possible matches to a probe image. When a Clearview AI user uploads an image, the technology processes the image and returns links to publicly available images that contain faces like the person pictured in the uploaded image. This serves as an investigative lead. ","Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0227,JARS - JMIS,Department of Justice,USMS,DOJ Chief AI Officer,AI@usdoj.gov,Transportation,None,"Purpose: Justice Prisoner and Alien Transportation System (JPATS) developed JARS to plan prisoner trips through the transportation network based on historical paths and future possibilities.

Expected benefits: Schedule prisoners to trips, reducing workload for scheduling",Decision,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0228,Route Optimizer - JMIS,Department of Justice,USMS,DOJ Chief AI Officer,AI@usdoj.gov,Transportation,None,"Purpose: Justice Prisoner and Alien Transportation System (JPATS) developed the Route Optimizer to evaluate over 2000 possible flight options and select the most optimal flights.

Expected benefits:  Improve efficiency of JPATS though the optimal use of flight assets.",Recommendation,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0229,UiPath OCR activity,Department of Justice,USMS,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: To transfer image text to digital text. 

Expected benefits: Unlock new functionality, archive files, and reduce countless data entry manhours.",The output would be the text characters in a string format.,"Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.",Neither
DOJ-0230,Unmanned Aerial Systems (UAS),Department of Justice,USMS,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: The UAS AI tool is used to avoid crashing into objects. It is also used to identify if an object is a person or vehicle.

Expected benefits: Prevention of UAS crashes and identification of objects and persons from a distance.",A box is drawn around the objects.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Safety Impacting
DOJ-0231, Video Transcription Tool ,Department of Justice,USMS,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: USMS uses open source natural language processing technologies and python code to transcribe an audio or video file into plain text. 

Expected benefits: The product allows analysts to quickly convert a video or audio file to text.",Transcription NLP algorithm,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Both
DOJ-0232,Axon Video Retention Solution (VRS) - Transcription,Department of Justice,USMS,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: The Axon VRS Transcription Tool is an AI-powered feature within Axon's video retention solution, which automatically transcribes audio and video recordings. 

Expected benefits: The Axon VRS Transcription Tool allows users to quickly review audio and video recordings by reading and searching through text, instead of having to watch the entire footage and listen to accompanying audio. This tool essentially provides a time-synced transcript for quick and easy analysis.",Computer based transcription of BWC footage into text.,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0233,Open Source Investigative Tool (Procurement ID: NNG15SC19B),Department of Justice,USMS,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: USMS uses this tool for authorized investigative lead generation which will improve efficiencies of public safety and law enforcement missions. 

Expected benefits:  More efficient screening of leads for potential investigative actions.",Recommendation ,Implementation and Assessment – The AI system associated with the use case is currently undergoing functionality and security testing.,Rights Impacting
DOJ-0234,Prisoner Movement Management (JPMM) - JPATS,Department of Justice,USMS,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: JPATS uses biometric facial recognition software to identify prisoners in transit and pull up their movement packet for quicker and more accurate boarding of planes.

Expected benefits: Faster and more accurate prisoner identification",Recommendation,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0235,Aware,Department of Justice,USNCB,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Receive biometric data and reformat for sharing in support of investigative processes. This tool is not used for biometric identification/authentication.

Expected benefits: The benefit is reducing the costs associated with manual processing of biometric data.",Structured data,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Neither
DOJ-0236,Language Weaver,Department of Justice,USNCB,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Translate from French, Spanish, or Arabic into English in support of investigative processes.

Expected benefits: The benefit is reducing the costs associated with human translators. ",Translated text,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0237,LexisNexis,Department of Justice,USNCB,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Use of commercial tool and the embedded technology to search through public records for investigative purposes. 

Expected benefits: The benefit is access to wide array of information.",Research recommendations,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0238,Westlaw,Department of Justice,USNCB,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Use of commercial tool and the embedded technology to search through public records for investigative purposes. 

Expected benefits: The benefit is access to wide array of information.",Research recommendations,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0239,Thomson Reuters CLEAR,Department of Justice,USNCB,DOJ Chief AI Officer,AI@usdoj.gov,Law & Justice,None,"Purpose: Use of commercial tool and the embedded technology to search through public records for investigative purposes. 

Expected benefits: The benefit is access to wide array of information.",Research recommendations,"Operation and Maintenance – The AI use case has been integrated into agency operations, and is being monitored for performance.",Rights Impacting
DOJ-0240,Azure OpenAI Services - AI Assistant,Department of Justice,USTP,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: Intended purpose is to enable USTP's IT team to understand the process to develop, test, tune and use the Azure Open AI Generative AI service.  A secondary purpose is to understand the full costs and time to develop and implement a use case from start to finish.  A third purpose is to ensure the Generative AI service is providing useful responses and value give the cost and time to set up and deploy. 

Expected benefits: Intended benefits of using Azure Open AI would be to enable USTP staff to find information quickly on relevant technical questions they may have.  This use case would help reduce Help Desk calls and increase productivity, enabling users to find technical information quickly. Potential to help generate new content based on pilot testing.",Generate text responses and summaries to USTP prompts.,"Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.",Neither
DOJ-0241,Vendor AI Assistant,Department of Justice,USTP,DOJ Chief AI Officer,AI@usdoj.gov,Mission-Enabling (internal agency support),None,"Purpose: USTP is planning to  have the vendor for our System Modernization project use Generative AI Code Assistant (e.g., GitHub Copilot, Codium, etc.) to assist in writing/reviewing code for this effort. The vendor will perform a review of the code generated and USTP will scan using various code scanning services/tools to ensure secure quality code.  All code for this project is published in USTP's public GitHub repository.

Expected benefits: USTP expects to see faster and more efficient code development for our System Modernization efforts.  Research reports based on other Agencies and Corporations shows up to a 35% increase in code development efficiencies. In addition USTP anticipates seeing fewer issues and errors as these Code Assistants will perform reviews reducing errors/bugs in code. ",Generate code for USTP's system modernization effort. ,"Acquisition and/or Development – An AI use case has been identified for development, or the AI use case is currently under development with the necessary IT tools and data infrastructure having been provisioned.",Neither