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| Generative AI | Classical / predictive ML | Natural language processing | Computer vision | Agentic AI | Other | n | |
|---|---|---|---|---|---|---|---|
| Information Technology | 33% | 37% | 14% | 16% | 49 | ||
| Administrative Functions | 59% | 8% | 18% | 10% | 5% | 39 | |
| Health and Medical | 35% | 43% | 9% | 9% | 4% | 23 | |
| Science | 29% | 36% | 21% | 14% | 14 | ||
| Service Delivery | 43% | 57% | 7 | ||||
| Other | 50% | 50% | 4 | ||||
| Emergency Management | 100% | 3 | |||||
| Government Benefits Processing | 50% | 50% | 2 | ||||
| Law Enforcement | 100% | 1 | |||||
| Procurement and Financial Management | 100% | 1 |
High-impact designation by technology
High-impact: 1 (3.4%)Classical / predictive ML
Presumed high-impact, determined not: 2 (6.9%)Classical / predictive ML
Not high-impact: 26 (89.7%)
Governance disclosure by technology
High-impact records: reported in place / scope| Technology | High-impact | Testing | Impact assess. | Indep. review | Monitoring | Training |
|---|---|---|---|---|---|---|
| Generative AI | 0 | – | – | – | – | – |
| Classical / predictive ML | 1 | 0 / 1 | 0 / 1 | 0 / 1 | 0 / 1 | 0 / 1 |
| 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
1 of 143 records name a vendor (1%)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.