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: 1 (3.0%)Classical / predictive ML
Contract and in-house: 1 (3.0%)Classical / predictive ML
Purchased from vendor: 31 (93.9%)
Developed in-house: 1 (6.7%)Natural language processing
Contract and in-house: 2 (13.3%)Natural language processing
Purchased from vendor: 12 (80.0%)
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 topicHigh-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 | 12 | 0 / 12 | 2 / 12 | 2 / 12 | 0 / 12 | 2 / 12 |
| Classical / predictive ML | 33 | 0 / 33 | 0 / 33 | 0 / 33 | 0 / 33 | 0 / 33 |
| Natural language processing | 15 | 0 / 15 | 0 / 15 | 0 / 15 | 0 / 15 | 0 / 15 |
| Computer vision | 21 | 0 / 21 | 0 / 21 | 0 / 21 | 0 / 21 | 0 / 21 |
| Agentic AI | 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
60 of 82 records name a vendor (73%)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 93% 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.