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: 10 records · all use cases in the current filterReported in place: 3 (30.0%)Pre-deployment testing
Reported in progress: 7 (70.0%)
| 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 | 10 | 3 | 7 | 0 | 0 | 0 | 0 | 0 | 100% | 30% of 10 |
| AI impact assessment | 10 | 3 | 7 | 0 | 0 | 0 | 0 | 0 | 100% | 30% of 10 |
| Independent review | 10 | 3 | 7 | 0 | 0 | 0 | 0 | 0 | 100% | 30% of 10 |
| Ongoing monitoring | 10 | 3 | 7 | 0 | 0 | 0 | 0 | 0 | 100% | 30% of 10 |
| Operator training | 10 | 3 | 7 | 0 | 0 | 0 | 0 | 0 | 100% | 30% of 10 |
| Fail-safe | 10 | 5 | 0 | 0 | 5 | 0 | 0 | 0 | 100% | 100% of 5 |
| Appeal process | 10 | 0 | 1 | 0 | 9 | 0 | 0 | 0 | 100% | 0% of 1 |
| User and public consultation | 10 | 2 | 7 | 0 | 0 | 0 | 1 | 0 | 100% | 20% of 10 |
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 | |
|---|---|---|---|---|---|---|---|---|---|
| SBA | 30% | 30% | 30% | 30% | 30% | 100% | 0% | 20% | 10 |
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
7 records with at least one practice unanswered or in progressOpen in explorer| Use case | Stage | Test | AIA | Review | Monitor | Train | Fail-safe | Appeal | Consult |
|---|---|---|---|---|---|---|---|---|---|
| Audit Green Book Classification SBA · SBA-3 | Pre-deployment | Reported in progress | Reported in progress | Reported in progress | Reported in progress | Reported in progress | Not applicable | Not applicable | Reported in progress |
| Internal OFO Chatbot Recommender SBA · SBA-4 | Pre-deployment | Reported in progress | Reported in progress | Reported in progress | Reported in progress | Reported in progress | Not applicable | Not applicable | Reported in progress |
| 7(a) Purchases ML Model SBA · SBA-7 | Pre-deployment | Reported in progress | Reported in progress | Reported in progress | Reported in progress | Reported in progress | Not applicable | Reported in progress | Reported in progress |
| AI Resolution Notes Generation SBA · SBA-36 | Pre-deployment | Reported in progress | Reported in progress | Reported in progress | Reported in progress | Reported in progress | Reported in place | Not applicable | Reported in progress |
| AI Vulnerability Ticket Deduplication SBA · SBA-37 | Pre-deployment | Reported in progress | Reported in progress | Reported in progress | Reported in progress | Reported in progress | Reported in place | Not applicable | Reported in progress |
| AI Vulnerability Remediation Assistance SBA · SBA-38 | Pre-deployment | Reported in progress | Reported in progress | Reported in progress | Reported in progress | Reported in progress | Reported in place | Not applicable | Reported in progress |
| Multi-Agent Orchestration SBA · SBA-40 | Pre-deployment | Reported in progress | Reported in progress | Reported in progress | Reported in progress | Reported in progress | Reported in place | Not applicable | Reported in progress |
Unanswered analytical questions
Generated from the data; for follow-up with agencies- 10 governance answers are ambiguous (for example, an answer option from a different question). What did the agency intend?
These are questions the inventory raises but cannot answer. They are not findings of non-compliance.