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: 77 records · all use cases in the current filterNo answer reported
| 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 | 77 | 0 | 0 | 0 | 0 | 0 | 0 | 77 | 0% | 0% of 77 |
| AI impact assessment | 77 | 0 | 0 | 0 | 0 | 0 | 0 | 77 | 0% | 0% of 77 |
| Independent review | 77 | 0 | 0 | 0 | 0 | 0 | 0 | 77 | 0% | 0% of 77 |
| Ongoing monitoring | 77 | 0 | 0 | 0 | 0 | 0 | 0 | 77 | 0% | 0% of 77 |
| Operator training | 77 | 0 | 0 | 0 | 0 | 0 | 0 | 77 | 0% | 0% of 77 |
| Fail-safe | 77 | 0 | 0 | 0 | 0 | 0 | 0 | 77 | 0% | 0% of 77 |
| Appeal process | 77 | 0 | 0 | 0 | 0 | 0 | 0 | 77 | 0% | 0% of 77 |
| User and public consultation | 77 | 0 | 0 | 0 | 0 | 0 | 0 | 77 | 0% | 0% of 77 |
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 | |
|---|---|---|---|---|---|---|---|---|---|
| USDA | – | – | – | – | – | – | – | – | 77 |
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
77 records with at least one practice unanswered or in progressOpen in explorer| Use case | Stage | Test | AIA | Review | Monitor | Train | Fail-safe | Appeal | Consult |
|---|---|---|---|---|---|---|---|---|---|
| Ecosystem Management Decision Support System (EMDS) USDA · USDA-014 | 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 |
| TreeMap and FuelMap (all versions) USDA · USDA-018 | 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 |
| Landscape Change Monitoring System (LCMS) USDA · USDA-019 | 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 |
| Cropland Data Layer USDA · USDA-022 | 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 |
| List Frame Deadwood Identification USDA · USDA-023 | 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 |
| Operational Water Supply Forecasting for Western US Rivers USDA · USDA-027 | 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 |
| Census of Agriculture Propensity Scores via Machne Learning USDA · USDA-035 | 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 |
| Nutrition Education & Local Access Dashboard USDA · USDA-039 | 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 |
| Survey Outlier Detection Model USDA · USDA-041 | 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 |
| Rangeland Analysis Platform USDA · USDA-046 | 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 |
| Predictive Cropland Data Layer USDA · USDA-047 | 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 |
| DISTRIB-II: Habitat Suitability of Eastern United States Tree USDA · USDA-051 | 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 |
| US Poultry and Operations Dataset USDA · USDA-064 | 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 |
| County-Level Remotely-Sensed Corn and Soybean Yield Estimation USDA · USDA-067 | 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 |
| The Big Data, Mapping, and Analytics Platform (BIGMAP) Project USDA · USDA-079 | 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 |
| BirdNET to detect bird vocalizations for research and species monitoring USDA · USDA-080 | 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 |
| Predictive flood modeling USDA · USDA-082 | 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 regional forest mapping and monitoring USDA · USDA-089 | 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 |
| Esri ArcGIS Pro Deep Learning Modules USDA · USDA-091 | 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 |
| Policy Analysis USDA · USDA-138 | 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 |
| LANDFIRE USDA · USDA-167 | 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 |
| Predictive Modeling of Invasive Pest Species USDA · USDA-004 | 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 |
| LCAT - Land Change Analysis Technique USDA · USDA-011 | 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 |
| Raster Tools USDA · USDA-017 | 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 |
| Conservation Effects Assessment Project USDA · USDA-037 | 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 |
| Genomic Analyses of Pathogen Subtypes USDA · USDA-043 | 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 |
| Foodborne Illness Source Attribution USDA · USDA-044 | 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 |
| Cover Crop Mapping USDA · USDA-061 | 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 |
| Planting Date Detection USDA · USDA-062 | 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 |
| Acreage and Crop Type Validation USDA · USDA-063 | 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 |
| Equine Operations and Populations Dataset for the U.S. USDA · USDA-065 | 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 |
| NASS Automated Editing Tool USDA · USDA-066 | 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 |
| Incident Invoice Document Understanding USDA · USDA-070 | 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 |
| Forest disease detection and screening USDA · USDA-071 | 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 |
| Fire Resilient Landscapes USDA · USDA-074 | 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 |
| Spread and Balance Sample Design USDA · USDA-076 | 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 |
| Regression, Classification, Clustering with Hilbert Curves USDA · USDA-077 | 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 |
| Markov random fields for mixed forests USDA · USDA-088 | 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 |
| NWRC ND Field Station Birds and Agriculture Project USDA · USDA-100 | 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 |
| NWRC LSS Bioinformatic Coding USDA · USDA-101 | 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 |
| NWRC Rabies ML A.D. USDA · USDA-102 | 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 |
| NWRC Rabies ML M.H. USDA · USDA-103 | 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 |
| NWRC Pepin ML & AI USDA · USDA-104 | 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 |
| NWRC Genetics Metadata USDA · USDA-105 | 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 |
| Vegetation Specifications Suite (VegSpec) USDA · USDA-117 | 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 |
| DamWatch automated leadership reporting USDA · USDA-119 | 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 |
| Digital Soil Mapping USDA · USDA-120 | 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 |
| Forest based and boosted classification and regression methods USDA · USDA-123 | 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 |
| MaxEnt/ENMeval models of habitat suitability USDA · USDA-124 | 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 |
| Species Distribution Data analysis USDA · USDA-126 | 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 |
| A wetland-based habitat suitability model for Spotted Turtles in West Virginia USDA · USDA-127 | 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 |
| Projected contemporary habitat distribution and quality for wood turtles in the midwestern United States USDA · USDA-128 | 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 |
| Amphibians reveal unexpectedly large differences in potential environmental change responses among ecologically similar habitat specialists USDA · USDA-129 | 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 |
| Projected future changes in the geographic distributions of the threatened Plethodon nettingi and a potential competitor USDA · USDA-130 | 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 |
| Random Forest with Aquatic Effectiveness Monitoring USDA · USDA-131 | 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 |
| Forest fire effects remote sensing models USDA · USDA-132 | 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 |
| Yearly Incident Procurement Classification Report USDA · USDA-135 | 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 |
| Bugnet USDA · USDA-143 | 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 |
| Forest Mapping using G-LiHT airborne data in interior Alaska USDA · USDA-146 | 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 |
| Late seral forest complexity USDA · USDA-147 | 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 |
| Forest Health Protection: Survey and mapping of forest damage from insects and diseases using machine learning USDA · USDA-148 | 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 |
| Predicting fire severity potential in future wildfires in California USDA · USDA-151 | 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 |
| Forest Inventory and Cruising using GAIA AI USDA · USDA-152 | 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 |
| Forest demographic modelling USDA · USDA-153 | 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 |
| App for predicting soil temperature during prescribed burns USDA · USDA-154 | 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 |
| Wildfire effects and postfire forest dynamics USDA · USDA-155 | 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 |
| Flight Aviation Safety system 2.0 USDA · USDA-156 | 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 |
| Forest habitat mapping for marbled murrelets USDA · USDA-157 | 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 |
| Washington state forest inventory maps USDA · USDA-158 | 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 |
| Long-term monitoring of northern spotted owl habitat and populations USDA · USDA-160 | 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 |
| Fire Containment Suitability (FireCON) USDA · USDA-162 | 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 |
| Potential Control Location Suitability USDA · USDA-163 | 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 |
| Alisha OCR Reader USDA · USDA-164 | 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 |
| Timber products output Sample Design Evaluation and Enhancement USDA · USDA-166 | 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 |
| Preseason Corn and Soybeans Forecasts USDA · USDA-170 | 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 |
| Farm Services Agency (FSA) Acreage Coverage Evaluation USDA · USDA-171 | 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 |
| VegScape/CropCASMA Data Portals USDA · USDA-172 | 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 agencies- USDA designated 3 use cases high-impact but answered none of the minimum-practice questions for any of them. Were the practices assessed, and where is that recorded?
These are questions the inventory raises but cannot answer. They are not findings of non-compliance.