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-impact
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: Natural language processingtesting: blank

Agency × Development stage

28 records
DeployedPre-deploymentTotal
DHS91928
Total91928

Missing-data analysis

Core fields, current filter
FieldFilledMissingFilled %
Stage280100%
High-impact designation280100%
Topic area280100%
AI classification280100%
Problem280100%
Benefits280100%
Outputs280100%
Sourcing91932%
Start date91932%
ATO91932%
PII91932%
Custom code91932%

Descriptive statistics

Current filter
Records28
Agencies1
Records per agency: median28
Records per agency: largest28
Deployed share32.1%
High-impact share (of designated)14.3%
Mean core-field completeness72%
Records with a parseable start date32.1%

Grouped summary by agency

Shares use each agency's own record count
AgencyRecordsDeployed %Pilot %High-impactGenerative %In-house (of reported)Completeness
DHS2832%0%40%56%72%