Define
Mission and use-case definition, risk classification, data classification, and authority-to-operate boundaries.
Purpose
A practical implementation sequence
This guide outlines a practical sequence for federal agencies, contractors, and organizations supporting high-accountability environments.
Actual requirements depend on system scope, agency policy, data type, contract terms, and deployment environment. One implementation pattern does not guarantee compliance with NIST, CMMC, FedRAMP, FISMA, DoD policy, OMB policy, or agency-specific rules.
Sequence
Implementation stages
Diligence
Procurement and vendor diligence, model inventory, and use-case inventory.
Authority
Decision ownership, human review, testing, evaluation, and source traceability.
Evidence
Model provenance, audit evidence, change control, incident response, and records retention.
Operate
Access control, contractor responsibilities, subprocessor visibility, deployment boundaries, monitoring, and periodic reassessment.
Caution
Do not over-claim compliance
Platforms and procedures can support governance programs. Formal compliance determinations belong to the acquiring organization, assessors, and applicable authorities based on the actual system boundary.
Next step
Apply these ideas in an operational workflow
Educational resources explain governance concepts. SmartSolo helps teams operationalize review, authorization, and decision records.
See governed AI execution in a live workflow
Review how SmartSolo coordinates multiple AI models, routes human authorization, and preserves the decision record.