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 recordsSourcing by technology
Where reportedTechnology 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 | Agentic AI | n | |
|---|---|---|---|
| Information Technology | 97% | 3% | 74 |
| Administrative Functions | 94% | 6% | 68 |
| Law Enforcement | 88% | 13% | 24 |
| Other | 96% | 4% | 24 |
| Human Resources | 93% | 7% | 15 |
| Procurement and Financial Management | 86% | 14% | 14 |
| Energy and the Environment | 100% | 10 | |
| Science | 50% | 50% | 10 |
| Health and Medical | 100% | 9 | |
| Service Delivery | 100% | 9 | |
| Cybersecurity | 100% | 6 | |
| Government Benefits Processing | 75% | 25% | 4 |
| Transportation | 100% | 3 | |
| International Affairs | 50% | 50% | 2 |
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 | 15 | 2 / 15 | 3 / 15 | 3 / 15 | 2 / 15 | 4 / 15 |
| Agentic AI | 2 | 0 / 2 | 0 / 2 | 0 / 2 | 0 / 2 | 0 / 2 |
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
192 of 272 records name a vendor (71%)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 74% 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.