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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.

Agency1
Stage
High-impact
Topic
AI type
Sourcing
Vendor
Function
Start year

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

Agency: FHFA · Federal Housing Finance Agency

Practice-by-practice evidence

Denominator: 16 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 testing16000000160%0% of 16
AI impact assessment16000000160%0% of 16
Independent review16000000160%0% of 16
Ongoing monitoring16000000160%0% of 16
Operator training16000000160%0% of 16
Fail-safe16000000160%0% of 16
Appeal process16000000160%0% of 16
User and public consultation16000000160%0% of 16

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
FHFA––––––––16

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

16 records with at least one practice unanswered or in progressOpen in explorer
Use caseStageTestAIAReviewMonitorTrainFail-safeAppealConsult
LexisNexis
FHFA · FHFA-1
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Neural Networks for FHFA Modeling Analytics Platform (FMAP)
FHFA · FHFA-2
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Phishing Email Identification
FHFA · FHFA-3
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
WestLaw
FHFA · FHFA-4
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Virtual Acquisition Office (VAO) Ally
FHFA · FHFA-6
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Security and network monitoring using Cisco Identify Services engine
FHFA · FHFA-10
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Virtual Desktop using Citrix
FHFA · FHFA-11
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Analytics, Indexing, and Anomaly Detection for Data Management on SQL Server
FHFA · FHFA-12
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Workflow automation and predictive analytics using ServiceNow
FHFA · FHFA-13
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Security and Compliance in file sharing and collaboration using Kiteworks
FHFA · FHFA-14
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Network monitoring, anomaly detection through Whats Up Gold and Flowmon integration
FHFA · FHFA-15
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Mathematical formula transcription using Commonlook Online
FHFA · FHFA-16
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Public Comments Summarization and Topic Classifications Pilot Project
FHFA · FHFA-5
RetiredNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Analytics,, Search, Queries and LLM integration for data management on Oracle
FHFA · FHFA-7
RetiredNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Python modules to support AI/ML
FHFA · FHFA-8
RetiredNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
R modules to support AI/ML
FHFA · FHFA-9
RetiredNo 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.