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: 24 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: 4 (16.7%)Pre-deployment testing
Reported in progress: 8 (33.3%)Pre-deployment testing
No answer reported: 12 (50.0%)

AI impact assessment

AI impact assessment
Reported in place: 3 (12.5%)AI impact assessment
Reported in progress: 8 (33.3%)AI impact assessment
No answer reported: 13 (54.2%)

Independent review

Independent review
Reported in place: 15 (62.5%)Independent review
Reported in progress: 1 (4.2%)Independent review
No answer reported: 8 (33.3%)

Ongoing monitoring

Ongoing monitoring
Reported in place: 14 (58.3%)Ongoing monitoring
Reported in progress: 3 (12.5%)Ongoing monitoring
No answer reported: 7 (29.2%)

Operator training

Operator training
Reported in place: 14 (58.3%)Operator training
Reported in progress: 3 (12.5%)Operator training
No answer reported: 7 (29.2%)

Fail-safe

Fail-safe
Not applicable: 24 (100.0%)

Appeal process

Appeal process
Reported in progress: 11 (45.8%)Appeal process
Not applicable: 13 (54.2%)

User and public consultation

User and public consultation
Reported in place: 4 (16.7%)User and public consultation
Reported in progress: 2 (8.3%)User and public consultation
Other or ambiguous answer: 7 (29.2%)User and public consultation
No answer reported: 11 (45.8%)

Practice	In scope	In place	In progress	N/A	Other	No answer	Answered	In place of applicable
Pre-deployment testing	24	4	8	0	0	12	50%	17% of 24
AI impact assessment	24	3	8	0	0	13	46%	13% of 24
Independent review	24	15	1	0	0	8	67%	63% of 24
Ongoing monitoring	24	14	3	0	0	7	71%	58% of 24
Operator training	24	14	3	0	0	7	71%	58% of 24
Fail-safe	24	0	0	24	0	0	100%	n/a of 0
Appeal process	24	0	11	13	0	0	100%	0% of 11
User and public consultation	24	4	2	0	7	11	54%	17% of 24

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
DOI	–	–	92%	92%	92%	0%	0%	0%	12
DOE	11%	0%	11%	0%	0%	0%	0%	11%	9
SBA	100%	100%	100%	100%	100%	0%	0%	100%	3

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

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

Use case	Stage	Test	AIA	Review	Monitor	Train	Fail-safe	Appeal	Consult
Bernie-AI: Infrastructure Planning Support POC DOE · DOE-514	Pilot	Reported in progress	Reported in progress	No answer reported	No answer reported	No answer reported	Not applicable	Not applicable	Other or ambiguous answer
Microsoft Co-Pilot DOE · DOE-518	Pilot	Reported in place	No answer reported	Reported in place	Reported in progress	Reported in progress	Not applicable	Not applicable	Reported in place
OpenAI ChatGPT Pilot DOE · DOE-526	Pilot	Reported in progress	Reported in progress	No answer reported	No answer reported	No answer reported	Not applicable	Not applicable	Other or ambiguous answer
NIF Shot Analytics & Predictive Maintenance Support Pilot DOE · DOE-529	Pilot	Reported in progress	Reported in progress	No answer reported	No answer reported	No answer reported	Not applicable	Not applicable	Other or ambiguous answer
xAI Grok Pilot DOE · DOE-601	Pilot	Reported in progress	Reported in progress	No answer reported	No answer reported	No answer reported	Not applicable	Not applicable	Other or ambiguous answer
LISA Chatbot Pilot DOE · DOE-671	Pilot	Reported in progress	Reported in progress	No answer reported	No answer reported	No answer reported	Not applicable	Not applicable	Other or ambiguous answer
Microsoft Copilot Pilot DOE · DOE-676	Pilot	Reported in progress	Reported in progress	No answer reported	No answer reported	No answer reported	Not applicable	Not applicable	Other or ambiguous answer
Anthropic Claude Pilot DOE · DOE-703	Pilot	Reported in progress	Reported in progress	No answer reported	No answer reported	No answer reported	Not applicable	Not applicable	Other or ambiguous answer
CoPilot DOE · DOE-734	Pilot	Reported in progress	Reported in progress	No answer reported	Reported in progress	Reported in progress	Not applicable	Not applicable	No answer reported
Deep Learning based image segmentation [2024 INV#WO0000000107975] DOI · DOI-0175	Pilot	No answer reported	No answer reported	Reported in place	Reported in place	Reported in place	Not applicable	Reported in progress	No answer reported
Foundation Models to Advance Earth Science [2024 INV#WO0000000107153] DOI · DOI-0172	Pilot	No answer reported	No answer reported	Reported in place	Reported in place	Reported in place	Not applicable	Reported in progress	No answer reported
CHS Q Business AI Assistant (theKraken) DOI · DOI-0169	Pilot	No answer reported	No answer reported	Reported in progress	Reported in progress	Reported in progress	Not applicable	Not applicable	Reported in progress
LLM-Assisted Volcanic Alert Monitoring DOI · DOI-0109	Pilot	No answer reported	No answer reported	Reported in place	Reported in place	Reported in place	Not applicable	Reported in progress	No answer reported
Reducing elevation error in coastal wetland digital elevation models DOI · DOI-0088	Pilot	No answer reported	No answer reported	Reported in place	Reported in place	Reported in place	Not applicable	Reported in progress	No answer reported
Developing land cover maps for barrier islands using satellite imagery DOI · DOI-0087	Pilot	No answer reported	No answer reported	Reported in place	Reported in place	Reported in place	Not applicable	Reported in progress	No answer reported
Invasive Carp Harvest Predictive Model DOI · DOI-0061	Pilot	No answer reported	No answer reported	Reported in place	Reported in place	Reported in place	Not applicable	Reported in progress	No answer reported
Flor-AI: Developing a Remotely Sensed Image Classification Method for Inventory and Monitoring of Flora in Digital UAS Imagery DOI · DOI-0079	Pilot	No answer reported	No answer reported	Reported in place	Reported in place	Reported in place	Not applicable	Reported in progress	No answer reported
Automating the Detection and Classification of Wildlife in Aerial Imagery [2024 INV#WO0000000109409] DOI · DOI-0075	Pilot	No answer reported	No answer reported	Reported in place	Reported in place	Reported in place	Not applicable	Reported in progress	No answer reported
Automated identification of ducks from hunter-submitted photos using deep learning models DOI · DOI-0074	Pilot	No answer reported	No answer reported	Reported in place	Reported in place	Reported in place	Not applicable	Reported in progress	No answer reported
Automated photographic identification of Eastern box turtles DOI · DOI-0073	Pilot	No answer reported	No answer reported	Reported in place	Reported in place	Reported in place	Not applicable	Reported in progress	No answer reported
Pathogen identification in salmon DOI · DOI-0071	Pilot	No answer reported	No answer reported	Reported in place	Reported in place	Reported in place	Not applicable	Reported in progress	Reported in progress

Unanswered analytical questions

Generated from the data; for follow-up with agencies

3 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.