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.

Agency
Stage
High-impact
Topic1
AI type1
Sourcing
Vendor
Function
Start year

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

AI type: Generative AIindependent_review: blankTopic: Administrative Functions

Agency × Development stage

194 records
DeployedPilotPre-deploymentTotal
HHS1692348
DOE1151329
DHS921728
DOJ461828
TREAS111416
DOT4127
VA3227
DOL426
GSA235
EPA33
FHFA33
DOI22
EAC112
SEC112
STATE112
FCA11
FDIC11
HUD11
NASA11
NIGC11
USDA11
Total6032102194

Missing-data analysis

Core fields, current filter
FieldFilledMissingFilled %
Stage1940100%
High-impact designation188697%
Topic area1940100%
AI classification1940100%
Problem1940100%
Benefits185995%
Outputs186896%
Sourcing979750%
Start date9010446%
ATO8710745%
PII8710745%
Custom code9310148%

Descriptive statistics

Current filter
Records194
Agencies21
Records per agency: median3
Records per agency: largest48
Deployed share30.9%
High-impact share (of designated)2.7%
Mean core-field completeness77%
Records with a parseable start date46.4%

Grouped summary by agency

Shares use each agency's own record count
AgencyRecordsDeployed %Pilot %High-impactGenerative %In-house (of reported)Completeness
HHS4833%19%0100%88%80%
DOE2938%17%1100%96%89%
DOJ2814%21%3100%10%73%
DHS2832%7%0100%73%75%
TREAS166%6%1100%50%65%
DOT757%14%0100%25%63%
VA743%29%0100%40%70%
DOL667%0%0100%100%86%
GSA540%0%0100%n/a33%
FHFA3100%0%0100%0%100%
EPA30%100%0100%100%100%
SEC250%0%0100%100%79%
EAC250%50%0100%0%92%
DOI20%0%0100%n/a83%
STATE20%50%0100%100%79%
NASA10%0%0100%n/a58%
NIGC1100%0%0100%0%92%
HUD10%100%0100%0%100%
FDIC10%0%0100%n/a58%
USDA10%0%0100%n/a58%
FCA10%0%0100%n/a50%