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: 32 (54.2%)Generative AI
Pilot: 6 (10.2%)Generative AI
Pre-deployment: 20 (33.9%)Generative AI
Retired: 1 (1.7%)
Deployed: 1 (10.0%)Classical / predictive ML
Pilot: 2 (20.0%)Classical / predictive ML
Pre-deployment: 7 (70.0%)
Sourcing by technology
Where reportedDeveloped in-house: 11 (18.6%)Generative AI
Contract and in-house: 4 (6.8%)Generative AI
Purchased from vendor: 44 (74.6%)
Developed in-house: 3 (30.0%)Classical / predictive ML
Contract and in-house: 1 (10.0%)Classical / predictive ML
Purchased from vendor: 6 (60.0%)
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 | n | |
|---|---|---|---|---|---|---|---|
| Information Technology | 98% | 2% | 43 | ||||
| Service Delivery | 78% | 22% | 9 | ||||
| Administrative Functions | 60% | 20% | 20% | 5 | |||
| Cybersecurity | 20% | 80% | 5 | ||||
| Other | 50% | 25% | 25% | 4 | |||
| Procurement and Financial Management | 50% | 25% | 25% | 4 | |||
| Energy and the Environment | 67% | 33% | 3 | ||||
| Science | 50% | 50% | 2 | ||||
| Human Resources | 100% | 1 | |||||
| International Affairs | 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 | 2 | 0 / 2 | 2 / 2 | 2 / 2 | 0 / 2 | 2 / 2 |
| 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 | – | – | – | – | – |
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
62 of 77 records name a vendor (81%)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 97% 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.