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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 type
Sourcing
Vendor
Function1
Start year

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

Function: Forecasting and prediction

Practice-by-practice evidence

Denominator: 132 records · all use cases in the current filter
Reported in placeReported in progressNot applicableOther or ambiguous answerNo answer reported
PracticeIn scopeIn placeIn progressNot in placeN/APrecluded or waivedOtherNo answerAnsweredIn place of applicable
Pre-deployment testing1324400001246%3% of 132
AI impact assessment1324400001246%3% of 132
Independent review1326200001246%5% of 132
Ongoing monitoring1326200001246%5% of 132
Operator training1326200001246%5% of 132
Fail-safe1323106001228%2% of 126
Appeal process1321306001228%1% of 126
User and public consultation1322300041237%2% of 132

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
DOI––9%9%9%0%0%0%23
NASA––––––––15
HHS––––––––12
DOC––––––––10
DOE0%0%–––0%0%0%10
DOJ0%0%0%0%0%0%0%0%9
VA––––––––9
TREAS––––––––9
DHS13%13%13%13%13%13%0%0%8
USDA––––––––6
FRB––––––––5
SBA75%75%75%75%75%100%100%50%4
FHFA––––––––3
DOT––––––––3
TVA––––––––2
GSA––––––––1
EPA––––––––1
NCUA––––––––1
STATE––––––––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

128 records with at least one practice unanswered or in progressOpen in explorer
Use caseStageTestAIAReviewMonitorTrainFail-safeAppealConsult
Trade Entity Risk Model
DHS · DHS-95
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Cyber Threat Analysis (Recorded Future)
DHS · DHS-399
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Critical Infrastructure Network Anomaly Detection
DHS · DHS-106
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Individual Assistance (IA) Predictive Models for Program Quantities
DHS · DHS-2722
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Airport Throughput Predictive Model
DHS · DHS-2432
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Elucidating Genetic and Environmental Risk Factors for Antipsychotic-induced Metabolic Adverse Effects Using AI
DOE · DOE-351
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
AI used for predictive modeling and real time control of traffic systems
DOE · DOE-353
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Delineating sub-surface drainage using satellite imagery [2024 INV#WO0000000109525]
DOI · DOI-0230
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Predicting post-fire tree mortality
DOI · DOI-0100
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
Bloomberg Government
DOJ · DOJ-0008
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Insider Threat Management and User Activity Monitoring
DOJ · DOJ-0119
DeployedReported in progressReported in progressReported in progressReported in progressReported in progressReported in progressReported in progressReported in progress
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
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
Economic Trend Modeling
FRB · FRB-0001
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Manufacturer Sentiment Analysis
FRB · FRB-0016
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Supply Chain Estimations
FRB · FRB-0017
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Elastic Machine Learning Threat Detection (Phase 1)
GSA · R1179
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Short-term Forecasting of Severe Outcomes for Seasonal and Epidemic Pathogens
HHS · R0655
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Nowcasting Burden and Infection Trends for Seasonal and Epidemic Pathogens
HHS · R0688
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Machine Learning with Premier Healthcare Data to inform predictive modeling of antibiotic use
HHS · R0695
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
MedWatch Dashboard
HHS · R0820
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Resource Capacity Planning
HHS · R0832
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Supply Chain Resilience Program, Office of Supply Chain Resilience (OSCR) - Foresight
HHS · R0833
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Supervisory Stress Testing
NCUA · NCUA_ONES-02
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Sub-Asset Maintenance Model
TREAS · BEP-25
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Inventory Replenishment Forecast
TREAS · BEP-42
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
IDV Model
TREAS · BEP-67
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Operational Water Supply Forecasting for Western US Rivers
USDA · USDA-027
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Stratification Tool for Opioid Risk Mitigation (STORM)
VA · VA-24-4152
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
REACH VET Suicide Risk Prediction and Recovery Engagement
VA · VA-24-4234
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Advance RPM Maintenance Operating Reporter (ARMOR)
DHS · DHS-314
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
LIGER Generative AI Toolkit
DHS · DHS-2454
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Evaluate AI for Forecasting Fronts
DOC · DOC-24
Not reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
AI-Driven Global Forecast Model and Ensemble
DOC · DOC-25
Not reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Enhanced Precipitation Forecasting
DOC · DOC-29
Not reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Enhanced Fire Weather, Aviation, and Storm Surge Forecast Guidance
DOC · DOC-31
Not reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Advancing the West Coast Ocean Forecasting System through Assessment, Model Development, and Ecological Products
DOC · DOC-141
Not reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
The VOLcanic Cloud Analysis Toolkit (VOLCAT): An application system for detecting, tracking, characterizing, and forecasting hazardous volcanic events
DOC · DOC-149
Not reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Work with Allen Institute on developing the Ai2 Climate Emulator (ACE) for seamless weather applications, including to emulate SHiELD-based medium-range forecasts for large ensemble predictions
DOC · DOC-154
Not reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
A hybrid physics-machine learning model for orographic precipitation forecasting
DOC · DOC-165
Not reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Severe Convective Weather Parameter Generation using AI/ML with Microwave/Infrared Sounder Satellite Observations for Enhanced Weather Analysis and Forecast
DOC · DOC-167
Not reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
AI-Driven Predictive Maintenance for the NOAA Fleet
DOC · DOC-192
Not reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Bernie-AI: Infrastructure Planning Support POC
DOE · DOE-514
PilotReported in progressReported in progressNo answer reportedNo answer reportedNo answer reportedNot applicableNot applicableOther or ambiguous answer
NIF Shot Analytics & Predictive Maintenance Support Pilot
DOE · DOE-529
PilotReported in progressReported in progressNo answer reportedNo answer reportedNo answer reportedNot applicableNot applicableOther or ambiguous answer
VIPER (Visualizaiton for Predictive Maintenance Recommendation)
DOE · DOE-541
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Use ML as part of an integrated strategy for forecasting renewable energy resources
DOE · DOE-572
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Use AI/ML for Climate Prediction
DOE · DOE-592
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Advanced Long Term Environmental Monitoring Systems (ALTEMIS)
DOE · DOE-714
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Machine Learning for Accelerator Operations Using Big Data Analytics / L-CAPE
DOE · DOE-73
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Identifying Controlling Variables for Mercury Vapor Release at Y-12's Alpha-4
DOE · DOE-736
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Use of AI to Enhance Flash Flood Forecast Tool [2024 Inv#WO0000000110323]
DOI · DOI-0266
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Data-Driven Streamflow Drought [2024 INV#WO0000000109714]
DOI · DOI-0234
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Use of artificial intelligence tools for optimization and documentation for computer codes [2024 INV#WO0000000109681]
DOI · DOI-0232
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Oceanographic, coastal, and geomorphic change analysis: data generation, QC/QA, and data management [2024 INV#WO0000000109310]
DOI · DOI-0223
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Wave runup and total water level observations from time series imagery at several sites with varying nearshore morphologies [2024 INV#WO0000000108262]
DOI · DOI-0182
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Machine learning based shoreline time-series imputation, classification and forecasting (time-series analyses) [2024 INV#WO0000000108117]
DOI · DOI-0178
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Tsunami Hazard Analysis [2024 INV#WO0000000108470]
DOI · DOI-0165
Pre-deploymentNo answer reportedNo answer reportedReported in placeReported in placeReported in placeNot applicableReported in progressReported in progress
Machine learning for streamflow forecasting [2024 INV#WO0000000109317]
DOI · DOI-0167
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
HOTLink: identifying elevated thermal anomalies at volcanoes [2024 INV#WO0000000109217]
DOI · DOI-0158
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Forecasting Earthquake Ground Motion Time Series [2024 INV#WO0000000109733]
DOI · DOI-0140
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Wildfire Risk Assessment & Predictive Modeling
DOI · DOI-0123
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Storm Induced Erosion Response Network
DOI · DOI-0107
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Experimental Forecast for River Chlorophyll
DOI · DOI-0105
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Invasive Carp Harvest Predictive Model
DOI · DOI-0061
PilotNo answer reportedNo answer reportedReported in placeReported in placeReported in placeNot applicableReported in progressNo answer reported
Aveva Predictive Analytics (APA)
DOI · DOI-0058
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
AI Trapline for Fire
DOI · DOI-0055
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Seasonal Water Supply Forecasting: Pyforecast [2024 INV#DOI-69]
DOI · DOI-0047
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Piloting Machine Learning Inflow Forecasts Across Reclamation [2024 INV#DOI-58]
DOI · DOI-0046
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Improved Processing and Analysis of Test and Operating Data from Rotating Machines [2024 INV#DOI-62]
DOI · DOI-0041
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Nutrient, Salinity, sediment, temperature, and drought model development
DOI · DOI-0031
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
SAS (Forecasting, predictive analytics, data/statistical analysis)
DOJ · DOJ-0040
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
R (Forecasting, predictive analytics, data/statistical analysis)
DOJ · DOJ-0041
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Stata (Forecasting, predictive analytics, data/statistical analysis)
DOJ · DOJ-0042
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Matlab (Forecasting, predictive analytics, data/statistical analysis)
DOJ · DOJ-0043
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Databricks (Forecasting, predictive analytics, data/statistical analysis)
DOJ · DOJ-0044
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Enhanced Proactive Financial Analysis Techniques for Fusion Desktop
DOJ · DOJ-0184
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Capture and Convert Structured Data from Scanned Case Documents to Support Advanced Analysis and Trend Forecasting
DOJ · DOJ-0360
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Technical Operations Predictive Maintenance
DOT · DOT-1000010
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported

Showing 80 of 128, deployed first.

Unanswered analytical questions

Generated from the data; for follow-up with agencies
  1. VA designated 5 use cases high-impact but answered none of the minimum-practice questions for any of them. Were the practices assessed, and where is that recorded?
  2. 1 high-impact use cases are reported as deployed while their AI impact assessment is reported in progress. Was deployment authorised before the assessment was complete?
  3. 1 high-impact use cases mark an appeal process as not applicable. On what basis was each individual outcome judged not contestable?
  4. 1 high-impact use cases report using PII but give no link to a Privacy Impact Assessment. Is a PIA published elsewhere?
  5. 4 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.