Governance and accountability
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: 19 records · all use cases in the current filterReported in placeReported in progressNot applicableNo answer reported
Independent review19
Ongoing monitoring19
Operator training19
Appeal process19
| 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 | 19 | 0 | 0 | 0 | 0 | 0 | 0 | 19 | 0% | 0% of 19 |
| AI impact assessment | 19 | 0 | 0 | 0 | 0 | 0 | 0 | 19 | 0% | 0% of 19 |
| Independent review | 19 | 4 | 0 | 0 | 0 | 0 | 0 | 15 | 21% | 21% of 19 |
| Ongoing monitoring | 19 | 4 | 0 | 0 | 0 | 0 | 0 | 15 | 21% | 21% of 19 |
| Operator training | 19 | 4 | 0 | 0 | 0 | 0 | 0 | 15 | 21% | 21% of 19 |
| Fail-safe | 19 | 0 | 0 | 0 | 4 | 0 | 0 | 15 | 21% | 0% of 15 |
| Appeal process | 19 | 0 | 4 | 0 | 0 | 0 | 0 | 15 | 21% | 0% of 19 |
| User and public consultation | 19 | 0 | 0 | 0 | 0 | 0 | 0 | 19 | 0% | 0% of 19 |
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 | – | – | 21% | 21% | 21% | 0% | 0% | – | 19 |
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
19 records with at least one practice unanswered or in progressOpen in explorer| Use case | Stage | Test | AIA | Review | Monitor | Train | Fail-safe | Appeal | Consult |
|---|---|---|---|---|---|---|---|---|---|
| Seabird and Marine Mammal Surveys Near Potential Renewable Energy Sites Offshore Central and Southern California [2024 INV#WO0000000107535] DOI · DOI-0173 | 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 |
| 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 |
| Bird Nest Detection [2024 Inv#WO0000000110506] DOI · DOI-0265 | 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 |
| Google Cloud Vision [2024 INV#WO0000000154445] DOI · DOI-0243 | 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 |
| Google Vertex AI Document workbench [2024 INV#WO0000000154393] DOI · DOI-0242 | 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 |
| Wave runup and total water level observations from time series imagery at several sites with varying nearshore morphologies [2024 INV#WO0000000108262] DOI · DOI-0182 | 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 |
| Synthesizing mapping and monitoring data to understand fluctuations in prairie dog colony size and densities in Theodore Roosevelt National Park [2024 INV#WO0000000109308] DOI · DOI-0116 | 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 |
| Lake-wide monitoring and assessment of Great Lakes fisheries with autonomous vehicles and image analysis DOI · DOI-0113 | 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 |
| Using deep learning to classify potential piping plover habitat along the Upper Missouri River DOI · DOI-0094 | 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 |
| Diploid Detector/Triploid Tracker for Grass Carp DOI · DOI-0091 | 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 |
| Automated photographic identification of Eastern box turtles DOI · DOI-0073 | Pilot | No answer reported | No answer reported | Reported in place | Reported in place | Reported in place | Not applicable | Reported in progress | No answer reported |
| Automated power line extraction using deep learning DOI · DOI-0062 | 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 |
| 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 |
| AI-Powered Wildlife Monitoring on National Wildlife Refuges DOI · DOI-0029 | 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 |
| Implementation of Artificial Intelligence to Estimate Population Size of a Migratory Bird from Aerial Thermal Imagery [2024 INV#DOI-67] DOI · DOI-0028 | 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 |
| Non-Generative AI use for Trust Information Analysis and Reporting Tool [2024 INV#WO0000000110516] DOI · DOI-0002 | 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 |
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.