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

Data explorer

Cross-tabulate any two fields, check what is missing, and summarise groups. Every cell links to the records behind it.

Agency1
Stage
High-impact1
Topic
AI type1
Sourcing
Vendor
No options match.
Function
Start year

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

Agency: VA · Department of Veterans AffairsAI type: Generative AIHigh-impact: High-impact

Agency × Development stage

13 records
DeployedPilotPre-deploymentTotal
VA13913
Total13913

Missing-data analysis

Core fields, current filter
FieldFilledMissingFilled %
Stage130100%
High-impact designation130100%
Topic area130100%
AI classification130100%
Problem130100%
Benefits130100%
Outputs130100%
Sourcing4931%
Start date0130%
ATO0130%
PII0130%
Custom code4931%

Descriptive statistics

Current filter
Records13
Agencies1
Records per agency: median13
Records per agency: largest13
Deployed share7.7%
High-impact share (of designated)100.0%
Mean core-field completeness63%
Records with a parseable start date0.0%

Grouped summary by agency

Shares use each agency's own record count
AgencyRecordsDeployed %Pilot %High-impactGenerative %In-house (of reported)Completeness
VA138%23%13100%25%63%