U.S. Federal AI Observatory
Menu
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 type1
Sourcing
Vendor
Function1
Start year

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

AI type: Classical / predictive MLFunction: FOIA and records management

Practice-by-practice evidence

Denominator: 11 records · all use cases in the current filter
Reported in placeReported in progressReported not in placeOther or ambiguous answerNo answer reported
PracticeIn scopeIn placeIn progressNot in placeN/APrecluded or waivedOtherNo answerAnsweredIn place of applicable
Pre-deployment testing11100000109%9% of 11
AI impact assessment11001000109%0% of 11
Independent review11000000110%0% of 11
Ongoing monitoring11000001109%0% of 11
Operator training11010000109%0% of 11
Fail-safe11100000109%9% of 11
Appeal process11000000110%0% of 11
User and public consultation11100000109%9% of 11

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
DOJ––––––––5
DOI––––––––2
EPA100%0%–0%0%100%–100%1
VA––––––––1
STATE––––––––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

11 records with at least one practice unanswered or in progressOpen in explorer
Use caseStageTestAIAReviewMonitorTrainFail-safeAppealConsult
OpenText for Records Management (File share auto-classification)
DOE · DOE-665
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Microsoft eDiscovery Attorney-Client Privilege Detection
DOI · DOI-0021
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Performance Modeling / Performance Forecasting
DOI · DOI-0016
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
reCAPTCHA
DOJ · DOJ-0162
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
FOIA Production Tools
DOJ · DOJ-0295
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Agency Records Management System
EPA · 73
DeployedReported in placeReported not in placeNo answer reportedOther or ambiguous answerReported in progressReported in placeNo answer reportedReported in place
FA.gov RedactAid
STATE · R3241
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Concept Clustering
VA · VA-25-3275
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Evidence.com
DOJ · DOJ-0058
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Redaction Tool 2
DOJ · DOJ-0262
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Redaction Tool 1
DOJ · DOJ-0263
PilotNo 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 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.