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 reportedDeveloped in-house: 4 (50.0%)Classical / predictive ML
Purchased from vendor: 4 (50.0%)
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 | Agentic AI | Other | n | |
|---|---|---|---|---|---|---|
| Information Technology | 97% | 3% | 36 | |||
| Administrative Functions | 89% | 11% | 9 | |||
| Procurement and Financial Management | 33% | 33% | 17% | 17% | 6 | |
| Energy and the Environment | 80% | 20% | 5 | |||
| Other | 50% | 50% | 4 | |||
| Cybersecurity | 100% | 1 | ||||
| Human Resources | 100% | 1 | ||||
| International Affairs | 100% | 1 | ||||
| Science | 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 | 0 | – | – | – | – | – |
| Classical / predictive ML | 0 | – | – | – | – | – |
| Natural language processing | 0 | – | – | – | – | – |
| Agentic AI | 0 | – | – | – | – | – |
| Other | 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
43 of 64 records name a vendor (67%)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 100% 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.