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
Function
Start year

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

Agency: DHS · Department of Homeland SecurityAI type: Computer visionHigh-impact: High-impact

Agency × Development stage

26 records
DeployedPilotPre-deploymentTotal
DHS211426
Total211426

Missing-data analysis

Core fields, current filter
FieldFilledMissingFilled %
Stage260100%
High-impact designation260100%
Topic area260100%
AI classification260100%
Problem260100%
Benefits260100%
Outputs260100%
Sourcing22485%
Start date22485%
ATO22485%
PII22485%
Custom code22485%

Descriptive statistics

Current filter
Records26
Agencies1
Records per agency: median26
Records per agency: largest26
Deployed share80.8%
High-impact share (of designated)100.0%
Mean core-field completeness94%
Records with a parseable start date84.6%

Grouped summary by agency

Shares use each agency's own record count
AgencyRecordsDeployed %Pilot %High-impactGenerative %In-house (of reported)Completeness
DHS2681%4%260%50%94%