Governance and accountability
Governance evidence
What agencies reported about the OMB M-25-21 minimum practices for high-impact AI. This is a disclosure analysis, not an audit, a compliance finding or an official assessment. An unanswered question is missing evidence, not evidence that a safeguard is absent.
Practice-by-practice evidence
Denominator: 3,353 records · all use cases in the current filterReported in placeReported in progressNot applicablePrecluded by law or guidanceNo answer reported
AI impact assessment
AI impact assessment
Reported in place: 3 (0.1%)AI impact assessment
Reported in progress: 1 (0.0%)AI impact assessment
No answer reported: 3,349 (99.9%)
3,353Reported in place: 3 (0.1%)AI impact assessment
Reported in progress: 1 (0.0%)AI impact assessment
No answer reported: 3,349 (99.9%)
Independent review
Independent review
Reported in place: 37 (1.1%)Independent review
Reported in progress: 3 (0.1%)Independent review
No answer reported: 3,313 (98.8%)
3,353Reported in place: 37 (1.1%)Independent review
Reported in progress: 3 (0.1%)Independent review
No answer reported: 3,313 (98.8%)
Ongoing monitoring
Ongoing monitoring
Reported in place: 34 (1.0%)Ongoing monitoring
Reported in progress: 3 (0.1%)Ongoing monitoring
No answer reported: 3,316 (98.9%)
3,353Reported in place: 34 (1.0%)Ongoing monitoring
Reported in progress: 3 (0.1%)Ongoing monitoring
No answer reported: 3,316 (98.9%)
Operator training
Operator training
Reported in place: 34 (1.0%)Operator training
Reported in progress: 3 (0.1%)Operator training
No answer reported: 3,316 (98.9%)
3,353Reported in place: 34 (1.0%)Operator training
Reported in progress: 3 (0.1%)Operator training
No answer reported: 3,316 (98.9%)
Fail-safe
Fail-safe
Reported in place: 1 (0.0%)Fail-safe
Not applicable: 37 (1.1%)Fail-safe
No answer reported: 3,315 (98.9%)
3,353Reported in place: 1 (0.0%)Fail-safe
Not applicable: 37 (1.1%)Fail-safe
No answer reported: 3,315 (98.9%)
| Practice | In scope | In place | In progress | Not in place | N/A | Precluded or waived | Other | No answer | Answered | In place of applicable |
|---|---|---|---|---|---|---|---|---|---|---|
| Pre-deployment testing | 3353 | 0 | 0 | 0 | 0 | 0 | 0 | 3353 | 0% | 0% of 3353 |
| AI impact assessment | 3353 | 3 | 1 | 0 | 0 | 0 | 0 | 3349 | 0% | 0% of 3353 |
| Independent review | 3353 | 37 | 3 | 0 | 0 | 0 | 0 | 3313 | 1% | 1% of 3353 |
| Ongoing monitoring | 3353 | 34 | 3 | 0 | 0 | 0 | 0 | 3316 | 1% | 1% of 3353 |
| Operator training | 3353 | 34 | 3 | 0 | 0 | 0 | 0 | 3316 | 1% | 1% of 3353 |
| Fail-safe | 3353 | 1 | 0 | 0 | 37 | 0 | 0 | 3315 | 1% | 0% of 3316 |
| Appeal process | 3353 | 0 | 34 | 0 | 6 | 1 | 0 | 3312 | 1% | 0% of 3346 |
| User and public consultation | 3353 | 3 | 9 | 0 | 0 | 0 | 0 | 3341 | 0% | 0% of 3353 |
Answered = records with any answer ÷ records in scope. In place of applicable = reported in place ÷ (in scope minus not applicable, precluded and waived). Unanswered records stay in that denominator, so the rate is a lower bound on reported evidence, not an estimate of real practice.
| Testing | Impact assess. | Indep. review | Monitoring | Training | Fail-safe | Appeal | Consultation | n | |
|---|---|---|---|---|---|---|---|---|---|
| HHS | – | – | – | – | – | – | – | – | 447 |
| NASA | – | – | – | – | – | – | – | – | 425 |
| VA | – | – | – | – | – | – | – | – | 367 |
| DOE | – | – | – | – | – | – | – | – | 251 |
| DOI | – | – | 14% | 14% | 14% | 0% | 0% | 0% | 247 |
| DOJ | – | – | – | – | – | – | – | – | 239 |
| DOC | – | – | – | – | – | – | – | – | 223 |
| DHS | – | – | – | – | – | – | – | – | 199 |
| USDA | – | – | – | – | – | – | – | – | 161 |
| TREAS | – | – | – | – | – | – | – | – | 127 |
| DOT | – | – | – | – | – | – | – | – | 70 |
| SEC | – | – | – | – | – | – | – | – | 60 |
| TVA | – | – | – | – | – | – | – | – | 59 |
| STATE | – | – | – | – | – | – | – | – | 58 |
| ED | – | – | – | – | – | – | – | – | 56 |
| FDIC | – | – | – | – | – | – | – | – | 50 |
| GSA | – | – | – | – | – | – | – | – | 49 |
| DOL | – | – | – | – | – | – | – | – | 40 |
| FRB | – | – | – | – | – | – | – | – | 38 |
| EPA | – | – | – | – | – | – | – | – | 27 |
| SSA | – | 0% | – | – | – | 4% | 0% | 4% | 24 |
| NSF | – | – | – | – | – | – | – | – | 17 |
| PBGC | – | – | – | – | – | – | – | – | 17 |
| FHFA | – | – | – | – | – | – | – | – | 16 |
| FTC | – | – | – | – | – | – | – | – | 16 |
| NARA | – | – | – | – | – | – | – | – | 14 |
| HUD | – | – | – | – | – | – | – | – | 11 |
| FCC | – | – | – | – | – | – | – | – | 6 |
| NCUA | – | – | – | – | – | – | – | – | 6 |
| NIGC | – | – | – | – | – | – | – | – | 5 |
| NRC | – | – | – | – | – | – | – | – | 4 |
| NTSB | – | – | – | – | – | – | – | – | 4 |
| NEA | – | – | – | – | – | – | – | – | 4 |
| FERC | – | 75% | 75% | – | – | – | 0% | – | 4 |
| CFTC | – | – | – | – | – | – | – | – | 3 |
| FCA | – | – | – | – | – | – | – | – | 3 |
| STB | – | – | – | – | – | – | – | – | 2 |
| EAC | – | – | – | – | – | – | – | 100% | 2 |
| OSC | – | – | – | – | – | – | – | – | 1 |
| OSHRC | – | – | – | – | – | – | – | – | 1 |
Hatched cells: the agency answered nothing for that practice, so there is no evidence either way. Compare agencies with care: each agency is one reporting unit, and portfolios differ in size and type.
Records requiring further investigation
3,353 records with at least one practice unanswered or in progressOpen in explorer| Use case | Stage | Test | AIA | Review | Monitor | Train | Fail-safe | Appeal | Consult |
|---|---|---|---|---|---|---|---|---|---|
| Anomaly Detection for Data Quality CFTC · CFTC-001 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| The Advanced Trade Analytics Platform (ATAP) DHS · DHS-101 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Public Information Compilation for Travel Threat Analysis (Dataminr) DHS · DHS-183 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Airship Outpost for Conveyance Identification DHS · DHS-188 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Unmanned Aircraft Collision Avoidance DHS · DHS-2383 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Entity Resolution DHS · DHS-24 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Process Efficiency Traveler Identity for Airline Check-in and Bag Drop DHS · DHS-2417 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Customs Broker License Exam - Proctor Support DHS · DHS-310 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Autonomous Surveillance Tower DHS · DHS-35 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Automated Item of Interest Detection DHS · DHS-37 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Vessel Detection DHS · DHS-38 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Vault Access Log (SPVAA) DHS · DHS-401 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Aircraft Landing Location Predictor (KESTREL) DHS · DHS-65 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Passport Anomaly Model DHS · DHS-81 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Agriculture Commodity Model (AGC) DHS · DHS-86 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Trade Entity Risk Model DHS · DHS-95 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Investigative Prioritization Aggregator DHS · DHS-125 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Translation and Transcription for Investigative Data DHS · DHS-2427 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| AI-Assisted Audio/Video Redaction DHS · DHS-2511 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Dark Web Threat Intelligence for Cyber Investigations DHS · DHS-2517 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Entity Resolution for Global Trade Data DHS · DHS-2547 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Blockchain Analysis DHS · DHS-2575 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Enhanced Lead Identification and Targeting DHS · DHS-2578 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Biometric Check-in for ATD-ISAP (SmartLINK) DHS · DHS-407 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| User and Entity Behavior Analytics (UEBA) DHS · DHS-2434 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Biometrics Enrollment Tool (BET) Fingerprint Quality Check DHS · DHS-14 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Automated Name and Date of Birth (DOB) Harvesting Service DHS · DHS-180 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| ELIS Card Photo Validation Service DHS · DHS-189 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| AI Security and Monitoring DHS · DHS-2543 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| User Entity and Behavior Analytics (UEBA) for Security Operations (SecOps) Anomaly Identification DHS · DHS-372 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Person-Centric Identity Services Information Compilation Check DHS · DHS-56 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| CBP Careers Bot - Leo DHS · DHS-2366 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| CBP Employee Experience DHS · DHS-2373 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Position Description Generation and Evaluation DHS · DHS-2451 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Global Entry Mobile App Traveler AI Question Answering Service DHS · DHS-2529 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| ChatCBP DHS · DHS-2530 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| GenAI for Document Summarization and Content Generation DHS · DHS-2704 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Cyber Threat Analysis (Recorded Future) DHS · DHS-399 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Empty Container Detection Model (Cargo Insights Team) DHS · DHS-68 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Commodity Detection Model (Cargo Insights Team) DHS · DHS-69 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Cargo Classification Tool DHS · DHS-94 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Critical Infrastructure Network Anomaly Detection DHS · DHS-106 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| CISAChat DHS · DHS-2306 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Automated Detection of Personally Identifiable Information (PII) in Cybersecurity Data DHS · DHS-4 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| OCFO Response Augmentation Suite DHS · DHS-2296 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| OCFO Code Assist GPT DHS · DHS-2441 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Executive Summary GPT DHS · DHS-2710 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Public Assistance Workload Projections DHS · DHS-2720 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Individual Assistance (IA) Predictive Models for Program Quantities DHS · DHS-2722 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| AI Assisted Compromise Email Detector (AACED) DHS · DHS-2424 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Intelligent Document Processing DHS · DHS-2425 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Cybersecurity Threat Management, Detection, and Response DHS · DHS-2426 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| AI-Enhanced ICE Tip Processing DHS · DHS-2515 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Media Classifier for Computer and Digital Storage Evidence DHS · DHS-2553 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| AI-Powered Developer Tools DHS · DHS-2758 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Open-Source Intelligence for Investigations DHS · DHS-2759 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Normalization Services DHS · DHS-P1 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| DHS-Chat DHS · DHS-2433 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| ESEC Inquiry (STORM) Summarization DHS · DHS-2453 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| AdaptiveMFA DHS · DHS-419 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Text Analytics for Survey Responses (TASR) DHS · DHS-45 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Airport Throughput Predictive Model DHS · DHS-2432 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Geographic Current Events Real-Time Alerting Tool DHS · DHS-2518 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| idiCORE Subscriptions DHS · DHS-2522 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| AskTSA DHS · DHS-2604 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Lexis Nexis DHS · DHS-2605 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| SITE Group Subscription Services DHS · DHS-2609 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Adaptive Risk Model for Inspected Small Passenger Vessels DHS · DHS-178 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| ELIS Evidence Classifier Service DHS · DHS-16 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Intelligent Document Processing (IDP) for I-539 Form Digitization DHS · DHS-2385 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| PDF Intake (PDFI) for myUSCIS DHS · DHS-2598 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| AI Interview Simulator for Officer Training DHS · DHS-366 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| License Plate Reader DHS · DHS-2626 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Machine Learning for geophysical data inversion DOE · DOE-195 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Network Security and Analysis DOE · DOE-347 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Advancing Market-Ready Building Energy Management by Cost-Effective Differentiable Predictive Control DOE · DOE-349 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Adaptive Cyber-Physical Resilience for Building Control Systems DOE · DOE-350 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Elucidating Genetic and Environmental Risk Factors for Antipsychotic-induced Metabolic Adverse Effects Using AI DOE · DOE-351 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| AI used for predictive modeling and real time control of traffic systems DOE · DOE-353 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Scalable, Efficient and Accelerated Causal Reasoning Operators, Graphs and Spikes for Earth and Embedded Systems (SEA-CROGS) DOE · DOE-355 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
Showing 80 of 3,353, deployed first.
Unanswered analytical questions
Generated from the data; for follow-up with agencies- VA designated 215 use cases high-impact but answered none of the minimum-practice questions for any of them. Were the practices assessed, and where is that recorded?
- DOJ designated 41 use cases high-impact but answered none of the minimum-practice questions for any of them. Were the practices assessed, and where is that recorded?
- DOE designated 27 use cases high-impact but answered none of the minimum-practice questions for any of them. Were the practices assessed, and where is that recorded?
- DHS designated 16 use cases high-impact but answered none of the minimum-practice questions for any of them. Were the practices assessed, and where is that recorded?
- NCUA designated 5 use cases high-impact but answered none of the minimum-practice questions for any of them. Were the practices assessed, and where is that recorded?
- TREAS designated 4 use cases high-impact but answered none of the minimum-practice questions for any of them. Were the practices assessed, and where is that recorded?
- USDA designated 3 use cases high-impact but answered none of the minimum-practice questions for any of them. Were the practices assessed, and where is that recorded?
- 1 high-impact use cases are reported as deployed while their AI impact assessment is reported in progress. Was deployment authorised before the assessment was complete?
- 7 high-impact use cases report using PII but give no link to a Privacy Impact Assessment. Is a PIA published elsewhere?
- 2 governance answers are ambiguous (for example, an answer option from a different question). What did the agency intend?
These are questions the inventory raises but cannot answer. They are not findings of non-compliance.