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: 1 (6.7%)Generative AI
Pilot: 5 (33.3%)Generative AI
Pre-deployment: 8 (53.3%)Generative AI
Retired: 1 (6.7%)
Sourcing by technology
Where reportedDeveloped in-house: 1 (6.7%)Generative AI
Contract and in-house: 3 (20.0%)Generative AI
Purchased from vendor: 11 (73.3%)
Developed in-house: 6 (54.5%)Classical / predictive ML
Contract and in-house: 3 (27.3%)Classical / predictive ML
Purchased from vendor: 2 (18.2%)
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 | n | |
|---|---|---|---|---|---|
| Law Enforcement | 27% | 73% | 15 | ||
| Information Technology | 67% | 17% | 17% | 6 | |
| Administrative Functions | 80% | 20% | 5 | ||
| Government Benefits Processing | 40% | 60% | 5 | ||
| Service Delivery | 60% | 40% | 5 | ||
| Energy and the Environment | 50% | 50% | 2 | ||
| Cybersecurity | 100% | 1 | |||
| Other | 100% | 1 | |||
| Transportation | 100% | 1 |
High-impact designation by technology
High-impact: 1 (25.0%)Natural language processing
Not high-impact: 3 (75.0%)
Governance disclosure by technology
High-impact records: reported in place / scope| Technology | High-impact | Testing | Impact assess. | Indep. review | Monitoring | Training |
|---|---|---|---|---|---|---|
| Generative AI | 2 | 2 / 2 | 2 / 2 | 2 / 2 | 1 / 2 | 2 / 2 |
| Classical / predictive ML | 8 | 8 / 8 | 8 / 8 | 8 / 8 | 8 / 8 | 8 / 8 |
| Natural language processing | 1 | 1 / 1 | 1 / 1 | 1 / 1 | 1 / 1 | 1 / 1 |
| Computer vision | 11 | 11 / 11 | 11 / 11 | 11 / 11 | 11 / 11 | 11 / 11 |
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
36 of 41 records name a vendor (88%)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.