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: 8 (10.3%)Generative AI
Pilot: 13 (16.7%)Generative AI
Pre-deployment: 57 (73.1%)
Deployed: 9 (52.9%)Classical / predictive ML
Pilot: 3 (17.6%)Classical / predictive ML
Pre-deployment: 5 (29.4%)
Sourcing by technology
Where reportedDeveloped in-house: 12 (15.4%)Generative AI
Contract and in-house: 5 (6.4%)Generative AI
Purchased from vendor: 7 (9.0%)Generative AI
Not reported: 54 (69.2%)
Developed in-house: 4 (23.5%)Classical / predictive ML
Contract and in-house: 6 (35.3%)Classical / predictive ML
Purchased from vendor: 3 (17.6%)Classical / predictive ML
Not reported: 4 (23.5%)
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 | 77% | 7% | 7% | 2% | 5% | 2% | 56 | |
| Administrative Functions | 77% | 14% | 9% | 22 | ||||
| Service Delivery | 56% | 17% | 22% | 6% | 18 | |||
| Procurement and Financial Management | 29% | 50% | 21% | 14 | ||||
| Human Resources | 75% | 25% | 4 | |||||
| Science | 25% | 75% | 4 |
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 | 0 / 2 | 0 / 2 | 0 / 2 | 0 / 2 |
| Classical / predictive ML | 0 | – | – | – | – | – |
| Natural language processing | 0 | – | – | – | – | – |
| Computer vision | 0 | – | – | – | – | – |
| Agentic AI | 1 | 0 / 1 | 0 / 1 | 0 / 1 | 0 / 1 | 0 / 1 |
| Other | 0 | – | – | – | – | – |
| Not reported | 1 | 0 / 1 | 0 / 1 | 0 / 1 | 0 / 1 | 0 / 1 |
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
0 of 129 records name a vendor (0%)No records match the current filters.
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 0% 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.