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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 type1
Sourcing
Vendor
Function1
Start year

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

AI type: Generative AIFunction: Procurement and acquisition

Practice-by-practice evidence

Denominator: 18 records · all use cases in the current filter
No answer reported
PracticeIn scopeIn placeIn progressNot in placeN/APrecluded or waivedOtherNo answerAnsweredIn place of applicable
Pre-deployment testing18000000180%0% of 18
AI impact assessment18000000180%0% of 18
Independent review18000000180%0% of 18
Ongoing monitoring18000000180%0% of 18
Operator training18000000180%0% of 18
Fail-safe18000000180%0% of 18
Appeal process18000000180%0% of 18
User and public consultation18000000180%0% of 18

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
TREAS––––––––5
DHS––––––––3
VA––––––––3
HHS––––––––1
FDIC––––––––1
GSA––––––––1
DOJ––––––––1
FERC––––––––1
PBGC––––––––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

18 records with at least one practice unanswered or in progressOpen in explorer
Use caseStageTestAIAReviewMonitorTrainFail-safeAppealConsult
Acquisition Support Tool
DOJ · DOJ-0353
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
AI Contract Document Toolbox
TREAS · TREAS-94
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Executive Spend Analysis
VA · VA-25-364
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
ValidateNow
VA · VA-25-5322
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Draft Report Generation and Formatting for Investigations
DHS · DHS-2583
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Contract Requirement Automation
DHS · DHS-2428
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Private Artificial Intelligence (AI) Tech Hub (PAiTH)
DHS · DHS-2599
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Create Statement of Work (SOW) for Procurement
DOE · DOE-728
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Data Extraction from Contract PDF Files
FDIC · FDIC-72
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
AI Enabled Assistant Legal Research
FERC · FERC-0006
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
LaborMatch IQ - Efficient Services Pricing Market Research
GSA · R1166
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Certification and Testing/Program Administration – AI-enabled Internal Processes
HHS · R0635
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
AI-Assisted Contracting Content/Document Creation
PBGC · PBGC - 05
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
AI-assisted Procurement POC
TREAS · REQ-2025-02087
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Treasury Readability
TREAS · TREAS-IRS-130
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Procurement Research
TREAS · TREAS-IRS-75
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
AI-Powered Enterprise Standard Portfolio (ESP) for End-to-End Technology Lifecycle
TREAS · TREAS-IRS-84
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Artificial Intelligence Assisted Procurement Tools (AIAPT)
VA · VA-25-4889
Pre-deploymentNo 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

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