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: 21 records · use cases designated high-impactNo 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 | 21 | 0 | 0 | 0 | 0 | 0 | 0 | 21 | 0% | 0% of 21 |
| AI impact assessment | 21 | 0 | 0 | 0 | 0 | 0 | 0 | 21 | 0% | 0% of 21 |
| Independent review | 21 | 0 | 0 | 0 | 0 | 0 | 0 | 21 | 0% | 0% of 21 |
| Ongoing monitoring | 21 | 0 | 0 | 0 | 0 | 0 | 0 | 21 | 0% | 0% of 21 |
| Operator training | 21 | 0 | 0 | 0 | 0 | 0 | 0 | 21 | 0% | 0% of 21 |
| Fail-safe | 21 | 0 | 0 | 0 | 0 | 0 | 0 | 21 | 0% | 0% of 21 |
| Appeal process | 21 | 0 | 0 | 0 | 0 | 0 | 0 | 21 | 0% | 0% of 21 |
| User and public consultation | 21 | 0 | 0 | 0 | 0 | 0 | 0 | 21 | 0% | 0% of 21 |
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 | |
|---|---|---|---|---|---|---|---|---|---|
| VA | – | – | – | – | – | – | – | – | 21 |
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
21 records with at least one practice unanswered or in progressOpen in explorer| Use case | Stage | Test | AIA | Review | Monitor | Train | Fail-safe | Appeal | Consult |
|---|---|---|---|---|---|---|---|---|---|
| Cyber Authorization Memo Generation VA · VA-25-6956 | 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 |
| Lexis+ VA · VA-25-2455 | 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 |
| Forescout: AI Behavioral Anomaly Detection w/ Automated Enforcement VA · VA-24-585 | 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 |
| Claims Processing Automation Quality Auditor POC VA · VA-25-1930 | 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 |
| Benefits Contention Classification Model VA · VA-25-4147 | 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 |
| Disability Benefits Document Classifier VA · VA-25-4527 | 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 |
| CCN Provider Directory VA · VA-25-817 | 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 |
| Pangaea VA · VA-24-1770 | 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 |
| Cogitativo VA · VA-24-1811 | 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 |
| Pharmacy AI Managed Inventory System (PHAIMIS) VA · VA-24-2828 | 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 |
| Billing Claims Prediction VA · VA-24-462 | 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 |
| Fall Prediction Tool VA · VA-24-5579 | 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 |
| EEO Consultation and Guidance VA · VA-25-13 | 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 |
| Modeling to Learn (MTL) VA · VA-25-3732 | 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 |
| Nursing Career Path Tool VA · VA-25-3829 | 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 |
| Veteran Rehabilitation Services VA · VA-25-4412 | 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 |
| Improve Care for Opioid Use Disorder VA · VA-25-4714 | 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 |
| Venous Care Pathway Improvement VA · VA-25-4942 | 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 |
| ML Model for medication prediction VA · VA-25-5124 | 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 |
| Medsafely VA · VA-25-6373 | 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 |
| Predict Septic Shock in ICU Patients VA · VA-25-6638 | 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 agencies- VA designated 21 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.