U.S. Federal AI Observatory
Menu
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: Generative AIHigh-impact: Not high-impact

Agency × Development stage

54 records
DeployedPilotPre-deploymentTotal
DHS1743354
Total1743354

Missing-data analysis

Core fields, current filter
FieldFilledMissingFilled %
Stage540100%
High-impact designation540100%
Topic area540100%
AI classification540100%
Problem540100%
Benefits540100%
Outputs540100%
Sourcing213339%
Start date213339%
ATO213339%
PII213339%
Custom code213339%

Descriptive statistics

Current filter
Records54
Agencies1
Records per agency: median54
Records per agency: largest54
Deployed share31.5%
High-impact share (of designated)0.0%
Mean core-field completeness75%
Records with a parseable start date38.9%

Grouped summary by agency

Shares use each agency's own record count
AgencyRecordsDeployed %Pilot %High-impactGenerative %In-house (of reported)Completeness
DHS5431%7%0100%62%75%