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Snapshot · OMB 2025 inventory · processed Oct 11, 2026
Federal AI Intelligence · U.S. Government AI Observatory

Custom inventory report

Filter: agency = TREAS; AI type = generative; sourcing = unknown

Generated 2026-10-13 21:48 UTCDataset: 2025 Federal Agency AI Use Case Inventory (individually reported use cases), Office of Management and Budget (OMB). Version 2025-inventory@62d5baa65fa3, processed 2026-10-11, rules 2026.10.1. Static snapshot.Applied filters: agency = TREAS; AI type = generative; sourcing = unknown · 54 records

Key findings

  • 54 use-case records from 1 agencies: 0 deployed (0%), 0 pilots, 54 in development or acquisition, 0 retired, 0 with no stage reported.
  • 2 records are designated high-impact; 0 of them (0%) answered at least one minimum-practice question.
  • Sourcing is reported for 0% of use cases. Where reported, n/a involve in-house development.

Lifecycle

StageRecordsShare
Pre-deployment54100%

AI technology

ClassificationRecordsShareDeployed
Generative AI54100%0

Agencies

AgencyRecordsDeployedHigh-impactCompleteness
TREAS · Department of the Treasury540259%

High-impact designation

DesignationRecords
High-impact2
Presumed high-impact, determined not1
Not high-impact51

Governance evidence: use cases designated high-impact

PracticeIn placeIn progressNot in placeN/A or precludedOtherNo answerIn scope
Pre-deployment testing0000022
AI impact assessment0000022
Independent review0000022
Ongoing monitoring0000022
Operator training0000022
Fail-safe0000022
Appeal process0000022
User and public consultation0000022

"In place" means the agency reported the practice as established. "No answer" means the field was blank; it says nothing about whether the practice exists.

Method

All figures are computed directly from the normalised inventory records. Category labels are normalised from the source answer options; original values are kept on each record. Governance answers are classified as in place, in progress, not in place, not applicable, precluded, waived, other or no answer, and blanks are never read as "no". See the Methodology page for full rules.

Limitations

  • Figures are what agencies reported in the 2025 inventory. They are not verified, and registration of use cases is not complete for every agency.
  • A blank answer is missing evidence, not evidence that a practice or safeguard is absent.
  • Counts are use-case records. A larger portfolio does not indicate better performance or greater AI maturity, and agencies differ in how they split systems into use cases.
  • The inventory has no budget, cost, accuracy or outcome data. None is shown or inferred here.
  • This is a disclosure analysis. It is not an audit, a compliance determination or an official government assessment.

Source records

First 40 of 54 records, deployed first. The full list is available as CSV from the explorer with the same filters.

RecordAgency IDAgencyUse caseStage
R27453TREASRulemaking Comment AnalyticsPre-deployment
R27465TREASOCC Guidance SummarizationPre-deployment
R27476TREASEmployee Task OrganizationPre-deployment
R27487TREASRegulation SummarizationPre-deployment
R27499TREASRegulation Statutory and Common Name IndexingPre-deployment
R275010TREASNewsletter Content SupportPre-deployment
R275111TREASMeeting Minute SummarizationPre-deployment
R275212TREASVisualization Alt-Text GenerationPre-deployment
R275313TREASHandbook HighlightsPre-deployment
R275415TREASTraining Content GenerationPre-deployment
R275517TREASReporting Requirement AnalysisPre-deployment
R275722TREASOCC Writing Style AdherencePre-deployment
R275823TREASPolicy Development Editorial AssistantPre-deployment
R275924TREASRegulatory Rule AnalysisPre-deployment
R276025TREASPublic Information AnalysisPre-deployment
R276126TREASNarrative Summary and Thematic AnalysisPre-deployment
R276230TREASRequirements Elaboration ToolPre-deployment
R276432TREASFramework AnalysisPre-deployment
R276533TREASSurvey AnalysisPre-deployment
R276634TREASResearch SuitabilityPre-deployment
R276837TREASResource Assignment OptimizationPre-deployment
R2774DO/TCSC/EDM-1TREASGenAI for Data Platform OperationsPre-deployment
R2777REQ-2024-01779TREASeDiscovery SoftwarePre-deployment
R2783REQ-2024-02020TREASCoCounsel tool used in the legal officePre-deployment
R2790REQ-2025-02182TREASAI Application and Agent Management POCPre-deployment
R2791REQ-2025-02186TREASResearch / Discovery on GenAI Product for ITPre-deployment
R2792REQ-2025-02187TREASResearch / Discovery on GenAI Product for ITPre-deployment
R2793REQ-2025-02188TREASResearch / Discovery on GenAI Product for ITPre-deployment
R2794REQ-2025-02189TREASResearch / Discovery on GenAI Product for ITPre-deployment
R2795REQ-2025-02190TREASResearch / Discovery on GenAI Product for HRPre-deployment
R2796REQ-2025-02191TREASResearch / Discovery on GenAI Product for ITPre-deployment
R2800OGC-01TREASRegulatory Reform ToolPre-deployment
R2801TFI-1TREASPublic ChatbotPre-deployment
R2803TREAS-115TREASJoint Committee on Taxation Review Research AidePre-deployment
R2809TREAS-129TREASAsk-CFO Research AidePre-deployment
R2810TREAS-140TREASSandbox for Large Language Model ResearchPre-deployment
R2822TREAS-IRS-103TREASSafeguardsPre-deployment
R2824TREAS-IRS-105TREASQualitative Text Classification for AnalysisPre-deployment
R2825TREAS-IRS-109TREASForms ConversionPre-deployment
R2828TREAS-IRS-124TREASDigitalization AI AgentPre-deployment

Prepared with Federal AI Intelligence by Irakli Petriashvili. Source: https://github.com/ombegov/2025-Federal-Agency-AI-Use-Case-Inventory