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.
Lifecycle by technology
Share of each technology's recordsDeployed: 7 (17.5%)Generative AI
Pilot: 14 (35.0%)Generative AI
Pre-deployment: 19 (47.5%)
Sourcing by technology
Where reportedDeveloped in-house: 3 (7.5%)Generative AI
Contract and in-house: 4 (10.0%)Generative AI
Purchased from vendor: 16 (40.0%)Generative AI
Not reported: 17 (42.5%)
Purchased from vendor: 1 (33.3%)Classical / predictive ML
Not reported: 2 (66.7%)
Developed in-house: 1 (12.5%)Natural language processing
Contract and in-house: 1 (12.5%)Natural language processing
Not reported: 6 (75.0%)
Technology adoption by agency
Row share: each agency's records by classification · 16 largest portfolios in the filterTechnology by topic area
Row share within each topic| Generative AI | Classical / predictive ML | Natural language processing | Computer vision | Agentic AI | Other | Not reported | n | |
|---|---|---|---|---|---|---|---|---|
| Information Technology | 71% | 4% | 11% | 11% | 4% | 28 | ||
| Administrative Functions | 73% | 13% | 7% | 7% | 15 | |||
| Science | 67% | 17% | 17% | 6 | ||||
| Other | 67% | 33% | 3 | |||||
| Service Delivery | 100% | 2 | ||||||
| Transportation | 100% | 2 | ||||||
| Cybersecurity | 100% | 1 | ||||||
| Government Benefits Processing | 100% | 1 | ||||||
| Health and Medical | 100% | 1 | ||||||
| Law Enforcement | 100% | 1 |
High-impact designation by technology
Governance disclosure by technology
High-impact records: reported in place / scope| Technology | High-impact | Testing | Impact assess. | Indep. review | Monitoring | Training |
|---|---|---|---|---|---|---|
| Generative AI | 1 | 0 / 1 | 0 / 1 | 0 / 1 | 0 / 1 | 0 / 1 |
| Classical / predictive ML | 0 | – | – | – | – | – |
| Natural language processing | 0 | – | – | – | – | – |
| Computer vision | 1 | 0 / 1 | 0 / 1 | 0 / 1 | 0 / 1 | 0 / 1 |
| Agentic AI | 0 | – | – | – | – | – |
| Other | 0 | – | – | – | – | – |
| Not reported | 0 | – | – | – | – | – |
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
23 of 82 records name a vendor (28%)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 22% 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.