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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 type1
Sourcing1
Vendor
No options match.
Function1
Start year

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

AI type: Generative AIFunction: Public-facing customer serviceSourcing: Not reported

Practice-by-practice evidence

Denominator: 1 records · use cases designated high-impact
No answer reported
PracticeIn scopeIn placeIn progressNot in placeN/APrecluded or waivedOtherNo answerAnsweredIn place of applicable
Pre-deployment testing100000010%0% of 1
AI impact assessment100000010%0% of 1
Independent review100000010%0% of 1
Ongoing monitoring100000010%0% of 1
Operator training100000010%0% of 1
Fail-safe100000010%0% of 1
Appeal process100000010%0% of 1
User and public consultation100000010%0% of 1

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
VA––––––––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

1 records with at least one practice unanswered or in progressOpen in explorer
Use caseStageTestAIAReviewMonitorTrainFail-safeAppealConsult
Employee Transactions for HR Decision-Making
VA · VA-25-897
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported

Unanswered analytical questions

Generated from the data; for follow-up with agencies

    These are questions the inventory raises but cannot answer. They are not findings of non-compliance.