Governance evidence
What agencies reported about the OMB M-25-21 minimum practices for high-impact AI. This is a disclosure analysis, not an audit, a compliance finding or an official assessment. An unanswered question is missing evidence, not evidence that a safeguard is absent.
Practice-by-practice evidence
Denominator: 9 records · all use cases in the current filter| Practice | In scope | In place | In progress | Not in place | N/A | Precluded or waived | Other | No answer | Answered | In place of applicable |
|---|---|---|---|---|---|---|---|---|---|---|
| Pre-deployment testing | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 0% | 0% of 9 |
| AI impact assessment | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 0% | 0% of 9 |
| Independent review | 9 | 3 | 0 | 0 | 0 | 0 | 0 | 6 | 33% | 33% of 9 |
| Ongoing monitoring | 9 | 3 | 0 | 0 | 0 | 0 | 0 | 6 | 33% | 33% of 9 |
| Operator training | 9 | 3 | 0 | 0 | 0 | 0 | 0 | 6 | 33% | 33% of 9 |
| Fail-safe | 9 | 0 | 0 | 0 | 3 | 0 | 0 | 6 | 33% | 0% of 6 |
| Appeal process | 9 | 0 | 3 | 0 | 0 | 0 | 0 | 6 | 33% | 0% of 9 |
| User and public consultation | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 0% | 0% of 9 |
Answered = records with any answer ÷ records in scope. In place of applicable = reported in place ÷ (in scope minus not applicable, precluded and waived). Unanswered records stay in that denominator, so the rate is a lower bound on reported evidence, not an estimate of real practice.
| Testing | Impact assess. | Indep. review | Monitoring | Training | Fail-safe | Appeal | Consultation | n | |
|---|---|---|---|---|---|---|---|---|---|
| DOI | – | – | 60% | 60% | 60% | 0% | 0% | – | 5 |
| USDA | – | – | – | – | – | – | – | – | 3 |
| DOE | – | – | – | – | – | – | – | – | 1 |
Hatched cells: the agency answered nothing for that practice, so there is no evidence either way. Compare agencies with care: each agency is one reporting unit, and portfolios differ in size and type.
Records requiring further investigation
9 records with at least one practice unanswered or in progressOpen in explorer| Use case | Stage | Test | AIA | Review | Monitor | Train | Fail-safe | Appeal | Consult |
|---|---|---|---|---|---|---|---|---|---|
| U.S. Wind Turbine Database DOI · DOI-0080 | Deployed | No answer reported | No answer reported | Reported in place | Reported in place | Reported in place | Not applicable | Reported in progress | No answer reported |
| GIS Invasive Tree Extraction for Field Level Users USDA · USDA-050 | Deployed | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| AI for Isotopes (Pellet) Inspection DOE · DOE-476 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Level 1 Survey Report Corrosion Level Classification DOI · DOI-0257 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Flor-AI: Developing a Remotely Sensed Image Classification Method for Inventory and Monitoring of Flora in Digital UAS Imagery DOI · DOI-0079 | Pilot | No answer reported | No answer reported | Reported in place | Reported in place | Reported in place | Not applicable | Reported in progress | No answer reported |
| Automating the Detection and Classification of Wildlife in Aerial Imagery [2024 INV#WO0000000109409] DOI · DOI-0075 | Pilot | No answer reported | No answer reported | Reported in place | Reported in place | Reported in place | Not applicable | Reported in progress | No answer reported |
| AI for Offshore Energy: Innovative Technology Streamlines Marine Wildlife Surveys [2024 INV#DOI-66] DOI · DOI-0033 | Pilot | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| UAS FS Nursery Seedling Inventory USDA · USDA-145 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Cone Survey123 AI Image Cone Counts USDA · USDA-150 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
Unanswered analytical questions
Generated from the data; for follow-up with agenciesThese are questions the inventory raises but cannot answer. They are not findings of non-compliance.