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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
Topic1
AI type1
Sourcing
Vendor
Function1
Start year

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

AI type: Generative AIFunction: HR and workforceTopic: Human Resources

Practice-by-practice evidence

Denominator: 3 records · use cases designated high-impact
Reported in progressNo answer reported
PracticeIn scopeIn placeIn progressNot in placeN/APrecluded or waivedOtherNo answerAnsweredIn place of applicable
Pre-deployment testing3010000233%0% of 3
AI impact assessment3010000233%0% of 3
Independent review3010000233%0% of 3
Ongoing monitoring3010000233%0% of 3
Operator training3010000233%0% of 3
Fail-safe3010000233%0% of 3
Appeal process3010000233%0% of 3
User and public consultation3010000233%0% of 3

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
DHS0%0%0%0%0%0%0%0%1
VA––––––––1
DOE––––––––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 records with at least one practice unanswered or in progressOpen in explorer
Use caseStageTestAIAReviewMonitorTrainFail-safeAppealConsult
AI-Assisted Resume Screening Tool
DHS · DHS-2556
DeployedReported in progressReported in progressReported in progressReported in progressReported in progressReported in progressReported in progressReported in progress
HR Job Postings
DOE · DOE-630
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
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
  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?

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