As of November 3, 2026
Voluntary frameworks and the written questions that commonly appear in public-sector evaluations.
Standards and frameworks frequently cited
NIST AI RMF 1.0Jan 2023 voluntary U.S. framework: Govern, Map, Measure, Manage.[25]
NIST AI 600-1Jul 2024 Generative AI Profile with GAI-specific risks and suggested actions.[26]
ISO/IEC 42001:2023Certifiable AI management-system standard.[27]
C2PA / Content CredentialsProvenance standard for media origin and edits.[47]
OECD AI PrinciplesIntergovernmental soft law on trustworthy AI.[44]
TX-RAMP / FedRAMP analoguesAuthorization programs for cloud services used by government.[13]
Questions officials commonly ask vendors (in writing)
- Data locationWhere are prompts, embeddings, and files stored and processed? Which affiliates and subprocessors?
- TrainingAre customer inputs used to train or improve models for others under this exact SKU?
- RetentionDefault log retention? Deletion on request and at contract end, with written confirmation?
- GroundingDoes the product cite sources? Can retrieval be limited to an approved corpus?
- EvaluationWhat benchmarks, red-team results, and bias tests are available for the deployed version?
- Access controlSSO, role-based access, customer-managed keys, and admin audit logs?
- AgentsWhich tools can the agent call by default? How are permissions changed and logged?
- IncidentsNotification timeline for security or safety incidents? Cooperation with public records requests?
- ExitExport formats for prompts/outputs/knowledge bases? Transition assistance and fees?
- Compliance mappingHow does the vendor map features to TRAIGA disclosure, EU AI Act roles, or NIST AI RMF functions if claimed?
Contract terms often requested
- No training on customer content for the stated plan, in writing.
- Deletion and certification at contract end.
- Security-incident notice within a defined number of days.
- Right to test performance and bias on agreed datasets before and after go-live.
- Exit assistance and data return without punitive lock-in fees (parallel to themes in OMB M-25-22).[20]
- For Texas state agencies: TX-RAMP where applicable.[13]