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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 type
Sourcing
Vendor1
Function
Start year

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

feedback: in_progressVendor: ServiceNow

Practice-by-practice evidence

Denominator: 5 records · all use cases in the current filter
Reported in placeReported in progressNot applicable
PracticeIn scopeIn placeIn progressNot in placeN/APrecluded or waivedOtherNo answerAnsweredIn place of applicable
Pre-deployment testing50500000100%0% of 5
AI impact assessment50500000100%0% of 5
Independent review50500000100%0% of 5
Ongoing monitoring50500000100%0% of 5
Operator training50500000100%0% of 5
Fail-safe54001000100%100% of 4
Appeal process50104000100%0% of 1
User and public consultation50500000100%0% of 5

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%5

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

5 records with at least one practice unanswered or in progressOpen in explorer
Use caseStageTestAIAReviewMonitorTrainFail-safeAppealConsult
Employee Center AI Search
SBA · SBA-20
Pre-deploymentReported in progressReported in progressReported in progressReported in progressReported in progressNot applicableReported in progressReported 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 Resolution Notes Generation
SBA · SBA-36
Pre-deploymentReported in progressReported in progressReported in progressReported in progressReported in progressReported in placeNot applicableReported in progress
AI Vulnerability Ticket Deduplication
SBA · SBA-37
Pre-deploymentReported in progressReported in progressReported in progressReported in progressReported in progressReported in placeNot applicableReported in progress
AI Vulnerability Remediation Assistance
SBA · SBA-38
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. 5 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.