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 reportedTechnology 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| Natural language processing | n | |
|---|---|---|
| Administrative Functions | 100% | 75 |
| Health and Medical | 100% | 54 |
| Other | 100% | 49 |
| Science | 100% | 43 |
| Information Technology | 100% | 42 |
| Service Delivery | 100% | 32 |
| Law Enforcement | 100% | 23 |
| Procurement and Financial Management | 100% | 10 |
| Emergency Management | 100% | 8 |
| Transportation | 100% | 7 |
| Human Resources | 100% | 6 |
| Cybersecurity | 100% | 3 |
| Energy and the Environment | 100% | 2 |
| Government Benefits Processing | 100% | 2 |
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 |
|---|---|---|---|---|---|---|
| Natural language processing | 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
95 of 358 records name a vendor (27%)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 37% 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.