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.

Governance report

Practice-by-practice evidence

Denominator: 5 records · use cases designated high-impact

Reported in placeNot applicablePrecluded by law or guidanceOther or ambiguous answer

Pre-deployment testing

Pre-deployment testing
Reported in place: 5 (100.0%)

AI impact assessment

AI impact assessment
Reported in place: 5 (100.0%)

Independent review

Independent review
Reported in place: 5 (100.0%)

Ongoing monitoring

Ongoing monitoring
Reported in place: 5 (100.0%)

Operator training

Operator training
Reported in place: 5 (100.0%)

Fail-safe

Fail-safe
Reported in place: 5 (100.0%)

Appeal process

Appeal process
Not applicable: 3 (60.0%)Appeal process
Precluded by law or guidance: 2 (40.0%)

User and public consultation

User and public consultation
Other or ambiguous answer: 5 (100.0%)

Practice	In scope	In place	N/A	Precluded or waived	Other	Answered	In place of applicable
Pre-deployment testing	5	5	0	0	0	100%	100% of 5
AI impact assessment	5	5	0	0	0	100%	100% of 5
Independent review	5	5	0	0	0	100%	100% of 5
Ongoing monitoring	5	5	0	0	0	100%	100% of 5
Operator training	5	5	0	0	0	100%	100% of 5
Fail-safe	5	5	0	0	0	100%	100% of 5
Appeal process	5	0	3	2	0	100%	n/a of 0
User and public consultation	5	0	0	0	5	100%	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 place Answered

Agency by governance practice
	Testing	Impact assess.	Indep. review	Monitoring	Training	Fail-safe	Appeal	Consultation	n
DHS	100%	100%	100%	100%	100%	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

0 records with at least one practice unanswered or in progressOpen in explorer

Use case	Stage	Test	AIA	Review	Monitor	Train	Fail-safe	Appeal	Consult

Unanswered analytical questions

Generated from the data; for follow-up with agencies

3 high-impact use cases mark an appeal process as not applicable. On what basis was each individual outcome judged not contestable?

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