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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: Search and knowledge retrievaltesting: blank

Practice-by-practice evidence

Denominator: 123 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 testing1230000001230%0% of 123
AI impact assessment1230000001230%0% of 123
Independent review1230000001230%0% of 123
Ongoing monitoring1230000001230%0% of 123
Operator training1230000001230%0% of 123
Fail-safe1230000001230%0% of 123
Appeal process1230000001230%0% of 123
User and public consultation1230000001230%0% of 123

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
HHS––––––––24
VA––––––––15
TREAS––––––––15
NASA––––––––11
DOE––––––––11
DHS––––––––7
SEC––––––––6
DOI––––––––5
GSA––––––––4
DOJ––––––––4
NARA––––––––4
USDA––––––––3
FRB––––––––2
FDIC––––––––2
DOL––––––––2
EPA––––––––2
DOC––––––––2
NSF––––––––1
DOT––––––––1
SSA––––––––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

123 records with at least one practice unanswered or in progressOpen in explorer
Use caseStageTestAIAReviewMonitorTrainFail-safeAppealConsult
Normalization Services
DHS · DHS-P1
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
AskOEDI
DOE · DOE-460
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
PDF Analyzer
DOE · DOE-481
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
AskPRIMR
DOE · DOE-488
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Energy Wizard
DOE · DOE-494
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
AskGDR
DOE · DOE-501
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
DNA-P Use Cases Leaverging Artificial Intellegence (Deployed)
DOE · DOE-727
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Search Tool
DOJ · DOJ-0261
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Generative AI AssistantI ( AI Center)
DOL · DOL-15
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Report Sumarization (Google NotebookLM)
DOT · DOT-1000216
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Extracting IT Information
FDIC · FDIC – 55
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Bank Examiner Search Engine
FRB · FRB-0052
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Leasing Desk Guide Bot
GSA · R1199
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
PRISM Ally
HHS · R0634
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
CDC Chatbot - Enterprise Data Assistant
HHS · R0656
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
NCIRD SmartFind ChatBots - Public and Internal
HHS · R0675
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
IDR Support Bot
HHS · R0809
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
ChatBot for Safety Reporting Portal Adverse Events and Product problems submissions
HHS · R0875
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
PRF Program Chatbot
HHS · R0887
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
AWS Kendra Search tool
HHS · R1042
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Data analysis and pattern recognition
NASA · NASA-927
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
ServiceNow GenAI "Now Assist"
NSF · 7
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Using AI to answer questions about a corpus of uploaded files
SEC · SEC-47
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
PolicyNet Plain Language Search Engine
SSA · R3108
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
WHA/EX Information Management
STATE · R3261
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Answering Employee Questions with Natural Language Processing in IRWorks
TREAS · TREAS-124
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
ChatOFR AI Chatbot
TREAS · TREASURY-OFR-001
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Infosec Chatbot
USDA · USDA-142
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Summit AI Assistant
VA · VA-25-1676
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
VA Supply Chain Knowledge Management Dashboard
VA · VA-24-3045
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
HTM112 Tutor
VA · VA-25-4
DeployedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Semantic Search and Summarization for Investigative Data
DHS · DHS-204
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Semantic Search, Summarization, and Data/Spatial Visualization for NCR Watch COP/Dashboard
DHS · DHS-2726
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Title III Semantic Search and Summarization for Translated Content
DHS · DHS-206
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Digital Records Manager (DRM) User Assistance Chatbot
DHS · DHS-2423
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Semantic Search for Digital Forensics Data
DHS · DHS-2581
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Large Language Model (LLM) Guided Data Dictionary Generation
DHS · DHS-2727
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
NTIA Grants Portal (NGP) - AI Summarization, Analytics, and Automations
DOC · DOC-204
Not reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
TM Word and Image Search Tool (TWIST)
DOC · DOC-213
Not reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
DNA-P Use Cases Leaverging Artificial Intellegence (Pilot)
DOE · DOE-504
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Merlin - KCNSC Generative AI with RAG
DOE · DOE-530
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
AI-Enhanced Hub
DOE · DOE-547
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
DNA-P Use Cases Leaverging Artificial Intellegence (Pre-Development)
DOE · DOE-573
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
AI-Assisted Strategies and Solutions for Environmental Technology (AI-ASSET)
DOE · DOE-588
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
VoiceAtlas no-code chatbot framework
DOI · DOI-0248
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Use modern AI/ML approaches to gain insight into USGS unstructured data such as text [2024 INV#WO0000000131706]
DOI · DOI-0240
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Assessment Inventory and Monitoring (AIM) Chatbot
DOI · DOI-0053
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
ePermits: Chatbot Implementation and Permit Application Wizard Tools
DOI · DOI-0012
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
ePermits: Cognitive Search Capability
DOI · DOI-0011
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Search Tool for Prioritization
DOJ · DOJ-0260
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Knowledge retrieval and synthesis (Azure OpenAI Services)
DOJ · DOJ-0283
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
AI-Enabled Briefing Assistant
DOJ · DOJ-0338
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
NLP Processing tool for ILAB
DOL · DOL-45
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Emission monitoring program knowledge management system search and summary
EPA · 64
RetiredNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Semantic search of qualitative data
EPA · 70
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Enterprise FDIC Chat
FDIC · FDIC-58
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Oasis Semantic Search
FRB · FRB-0053
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Leveraging Retrieval Augmented Generation (RAG) AI to Power Outcome-Based Contracting
GSA · R1158
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
Pricing Policy Chatbot
GSA · R1201
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Policy Knowledge Base Data Migration
HHS · R0609
RetiredNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
DHP Virtual Assistant
HHS · R0641
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
HIV Data Virtual Assistant
HHS · R0644
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Immunization Information Systems Guidance Documentation Navigation and Management (IDAB EDAV Azure OpenAI Technology Use)
HHS · R0646
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Automating LIMS Bioinformatics Workflow Configuration and Enhancing Lab Quality Management with AI
HHS · R0663
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Retrieval Augmented Generation (RAG) with Q-Bank
HHS · R0686
RetiredNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Agentic RAG Chatbot
HHS · R0701
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Knowledge Management Solution for Appeal Case Workers
HHS · R0766
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Knowledge Management Solution
HHS · R0773
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
AI Web Content Search Engine Optimization (SEO) in Drupal
HHS · R0782
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Data Ingestion and Content Explorer (DICE)
HHS · R0868
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
AI Audit Resolution Assistant (AIARA)
HHS · R0883
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
FOIA Exemption-Aligned Redaction
HHS · R0892
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Program Reporting System Knowledge base Chatbot
HHS · R0896
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Program Compliance and Reporting Knowledge Base Chatbot
HHS · R0900
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
RAG System For Travel Planning
HHS · R1014
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
ABE (AI-driven. Beneficial. Efficient.)
HHS · R1025
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
AI based Semantic Search for National Archives Catalog (aka ArchiAI)
NARA · NARA - 0006
PilotNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
Create an AI based knowledge articles user interface for working with CRG documents
NARA · NARA - 0009
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported
EOP 42 Search PoC using AI Based Semantic Search
NARA · NARA - 0010
Pre-deploymentNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reportedNo answer reported

Showing 80 of 123, deployed first.

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.