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: 21 records · all use cases in the current filter

Reported in placeReported in progressNot applicableOther or ambiguous answerNo answer reported

Pre-deployment testing

Pre-deployment testing
Reported in place: 15 (71.4%)Pre-deployment testing
Reported in progress: 6 (28.6%)

AI impact assessment

AI impact assessment
Reported in place: 10 (47.6%)AI impact assessment
Reported in progress: 7 (33.3%)AI impact assessment
No answer reported: 4 (19.0%)

Independent review

Independent review
Reported in place: 11 (52.4%)Independent review
Reported in progress: 6 (28.6%)Independent review
No answer reported: 4 (19.0%)

Ongoing monitoring

Ongoing monitoring
Reported in place: 12 (57.1%)Ongoing monitoring
Reported in progress: 9 (42.9%)

Operator training

Operator training
Reported in place: 14 (66.7%)Operator training
Reported in progress: 7 (33.3%)

Fail-safe

Fail-safe
Reported in place: 21 (100.0%)

Appeal process

Appeal process
Reported in place: 7 (33.3%)Appeal process
Not applicable: 11 (52.4%)Appeal process
No answer reported: 3 (14.3%)

User and public consultation

User and public consultation
Reported in place: 10 (47.6%)User and public consultation
Reported in progress: 1 (4.8%)User and public consultation
Other or ambiguous answer: 10 (47.6%)

Practice	In scope	In place	In progress	N/A	Other	No answer	Answered	In place of applicable
Pre-deployment testing	21	15	6	0	0	0	100%	71% of 21
AI impact assessment	21	10	7	0	0	4	81%	48% of 21
Independent review	21	11	6	0	0	4	81%	52% of 21
Ongoing monitoring	21	12	9	0	0	0	100%	57% of 21
Operator training	21	14	7	0	0	0	100%	67% of 21
Fail-safe	21	21	0	0	0	0	100%	100% of 21
Appeal process	21	7	0	11	0	3	86%	70% of 10
User and public consultation	21	10	1	0	10	0	100%	48% of 21

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
DOE	71%	48%	52%	57%	67%	100%	70%	48%	21

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

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

Use case	Stage	Test	AIA	Review	Monitor	Train	Fail-safe	Appeal	Consult
AI for Operations Center DOE · DOE-10	Deployed	Reported in place	No answer reported	No answer reported	Reported in place	Reported in place	Reported in place	No answer reported	Reported in place
Copilot Studio DOE · DOE-444	Deployed	Reported in progress	Reported in place	Reported in place	Reported in progress	Reported in place	Reported in place	Not applicable	Other or ambiguous answer
Copilot for Microsoft 365 DOE · DOE-452	Deployed	Reported in progress	Reported in place	Reported in place	Reported in progress	Reported in place	Reported in place	Not applicable	Other or ambiguous answer
OPQ-AI DOE · DOE-477	Deployed	Reported in place	No answer reported	No answer reported	Reported in place	Reported in place	Reported in place	No answer reported	Reported in place
Argo DOE · DOE-499	Deployed	Reported in place	No answer reported	No answer reported	Reported in progress	Reported in place	Reported in place	Not applicable	Reported in place
GitHub Copilot DOE · DOE-586	Deployed	Reported in place	Reported in place	Reported in place	Reported in place	Reported in progress	Reported in place	Not applicable	Reported in place
Georeference Figures DOE · DOE-645	Deployed	Reported in progress	Reported in progress	Reported in progress	Reported in progress	Reported in progress	Reported in place	Not applicable	Reported in place
pComply-AI-High Risk DOE · DOE-658	Deployed	Reported in place	No answer reported	No answer reported	Reported in place	Reported in place	Reported in place	No answer reported	Reported in place
Groundwater Modeling DOE · DOE-659	Deployed	Reported in place	Reported in progress	Reported in progress	Reported in progress	Reported in progress	Reported in place	Not applicable	Reported in place
Scripting DOE · DOE-674	Deployed	Reported in progress	Reported in progress	Reported in progress	Reported in progress	Reported in progress	Reported in place	Not applicable	Reported in place
Drone Imagery Analysis DOE · DOE-539	Pilot	Reported in progress	Reported in progress	Reported in progress	Reported in progress	Reported in progress	Reported in place	Not applicable	Reported in place
Soil Moisture Modeling DOE · DOE-545	Pilot	Reported in place	Reported in progress	Reported in progress	Reported in progress	Reported in progress	Reported in place	Not applicable	Reported in place
M365 Copilot DOE · DOE-574	Pilot	Reported in place	Reported in progress	Reported in progress	Reported in place	Reported in place	Reported in place	Not applicable	Other or ambiguous answer
Microsoft Copilot (Pilot) DOE · DOE-603	Pilot	Reported in progress	Reported in progress	Reported in place	Reported in progress	Reported in progress	Reported in place	Not applicable	Reported in progress

Unanswered analytical questions

Generated from the data; for follow-up with agencies

2 high-impact use cases mark an appeal process as not applicable. On what basis was each individual outcome judged not contestable?
2 high-impact use cases report using PII but give no link to a Privacy Impact Assessment. Is a PIA published elsewhere?

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