Federal AI Intelligence
Menu
Snapshot · OMB 2025 inventory · processed Oct 11, 2026
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.

Agency
Stage
High-impact
Topic
AI type
Sourcing
Vendor
Function1
Start year

Only records with a parseable start date match a year filter.

Function: Summarizationfeedback: in_progress

Practice-by-practice evidence

Denominator: 4 records · all use cases in the current filter
Reported in placeReported in progressNot applicableOther or ambiguous answerNo answer reported
PracticeIn scopeIn placeIn progressNot in placeN/APrecluded or waivedOtherNo answerAnsweredIn place of applicable
Pre-deployment testing4030000175%0% of 4
AI impact assessment4030000175%0% of 4
Independent review40400000100%0% of 4
Ongoing monitoring40400000100%0% of 4
Operator training40300010100%0% of 4
Fail-safe42101000100%67% of 3
Appeal process40103000100%0% of 1
User and public consultation40400000100%0% of 4

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.

Agency-by-safeguard heatmap

Cell: share reported in place, among applicable recordsIn placeAnswered
Agency by governance practice
TestingImpact assess.Indep. reviewMonitoringTrainingFail-safeAppealConsultationn
SBA0%0%0%0%0%100%0%0%2
DHS0%0%0%0%0%0%0%0%1
DOI––0%0%0%0%0%0%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

4 records with at least one practice unanswered or in progressOpen in explorer
Use caseStageTestAIAReviewMonitorTrainFail-safeAppealConsult
License Plate Capture and Analysis
DHS · DHS-2666
DeployedReported in progressReported in progressReported in progressReported in progressOther or ambiguous answerReported in progressReported in progressReported in progress
CHS Q Business AI Assistant (theKraken)
DOI · DOI-0169
PilotNo answer reportedNo answer reportedReported in progressReported in progressReported in progressNot applicableNot applicableReported in progress
AI Incident Summarization
SBA · SBA-35
Pre-deploymentReported in progressReported in progressReported in progressReported in progressReported in progressReported in placeNot applicableReported in progress
AI-Powered Search and Recovery
SBA · SBA-41
Pre-deploymentReported in progressReported in progressReported in progressReported in progressReported in progressReported in placeNot applicableReported in progress

Unanswered analytical questions

Generated from the data; for follow-up with agencies
  1. 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?
  2. 3 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.