Federal AI Intelligence
Menu
Snapshot · OMB 2025 inventory · processed Oct 11, 2026
Technology landscape

Technology landscape

How reported AI classifications spread across agencies, missions, lifecycle stages and sourcing. Each record carries one reported classification, so categories do not overlap. A classification describes the technique, not a specific commercial model.

Agency
Stage1
High-impact
Topic
AI type
Sourcing
Vendor
Function
Start year

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

Stage: Deployed

Lifecycle by technology

Share of each technology's records
DeployedPilotPre-deploymentRetiredNot reported
Generative AI252
Classical / predictive ML366
Natural language processing201
Computer vision162
Agentic AI20
Reinforcement learning5
Other31
Not reported3

Sourcing by technology

Where reported
Developed in-houseContract and in-housePurchased from vendorNot reported
Generative AI252
Classical / predictive ML366
Natural language processing201
Computer vision162
Agentic AI20
Reinforcement learning5
Other31
Not reported3

Technology adoption by agency

Row share: each agency's records by classification · 16 largest portfolios in the filter
Agency by AI classification
Generative AIClassical / predictive MLNatural language processingComputer visionAgentic AIReinforcement learningOtherNot reportedn
HHS26%28%33%8%4%2%167
DOJ18%44%21%15%1%163
VA6%26%17%49%2%138
DOE57%18%8%2%2%3%10%119
DHS19%37%12%32%110
DOI78%13%5%3%3%40
USDA21%54%15%8%3%39
SSA33%44%7%11%4%27
NASA50%15%19%15%26
TREAS31%35%35%26
DOL33%57%5%5%21
SEC35%35%10%15%5%20
STATE47%16%26%11%19
GSA35%12%35%12%6%17
FRB6%31%63%16
FDIC6%25%44%13%13%16

Technology by topic area

Row share within each topic
Topic by AI classification
Generative AIClassical / predictive MLNatural language processingComputer visionAgentic AIReinforcement learningOtherNot reportedn
Law Enforcement12%37%18%30%2%1%179
Administrative Functions37%29%22%7%2%1%2%171
Health and Medical6%30%21%42%1%155
Information Technology58%23%11%1%2%5%124
Other23%33%26%4%1%1%12%100
Science6%64%8%15%6%1%87
Procurement and Financial Management29%41%22%2%5%41
Service Delivery22%29%44%5%41
Energy and the Environment38%38%8%8%8%26
Government Benefits Processing12%46%27%12%4%26
Human Resources56%20%12%8%4%25
Transportation13%22%26%9%4%26%23
Cybersecurity27%64%5%5%22
Emergency Management64%27%9%11

High-impact designation by technology

High-impactPresumed high-impact, determined notNot high-impactNot reported
Generative AI252
Classical / predictive ML366
Natural language processing201
Computer vision162
Agentic AI20
Reinforcement learning5
Other31
Not reported3

Governance disclosure by technology

High-impact records: reported in place / scope
TechnologyHigh-impactTestingImpact assess.Indep. reviewMonitoringTraining
Generative AI152 / 153 / 153 / 152 / 154 / 15
Classical / predictive ML8619 / 8616 / 8616 / 8619 / 8618 / 86
Natural language processing264 / 262 / 262 / 262 / 262 / 26
Computer vision9819 / 9815 / 9815 / 9817 / 9817 / 98
Agentic AI20 / 20 / 20 / 20 / 20 / 2
Reinforcement learning0–––––
Other0–––––
Not reported0–––––

Shows counts reported in place against all high-impact records of that technology. The remainder includes in-progress, not applicable and unanswered. Full governance view

Systems, vendors and technology are different things

551 of 1,040 records name a vendor (53%)
Microsoft8989 recordsDeloitte2323 recordsGoogle2222 recordsOpenAI2222 recordsPalantir2121 recordsAmazon Web Services1616 recordsNEC1111 recordsThomson Reuters1111 recordsServiceNow1010 recordsLeidos99 recordsLexisNexis99 recordsGuidehouse88 recordsAccenture77 recordsAretec77 recordsAdobe66 records

Vendor: the supplier the agency names in a free-text field. Matched to a standard list of companies; one record may name several.

System name: the agency's name for the system (reported for 63% of records).

AI classification: the technique category the agency selected. A vendor name does not show which model or technique is used, and this platform does not infer it.