AI can read NIST 800-171, explain what each control requires, and generate documentation templates that look official.
But here's what AI can't do:
AI doesn't know what C3PAO assessors actually verify. It can tell you what the framework says, but it can't tell you what questions the assessor will ask, what evidence they'll want to see, or what explanations will satisfy them during the interview.
AI can't evaluate your MSP's actual readiness. It can review your shared responsibility matrix, but it can't tell you if your MSP is bluffing about their capabilities or if their documentation will hold up under scrutiny.
AI doesn't understand the difference between "technically compliant" and "will pass the audit." There are hundreds of ways to implement each control. AI generates generic solutions. Assessors want to see controls that make sense for your environment with evidence that proves they're working.
AI can't judge risk. When you have 15 gaps and limited budget, AI can't tell you which 5 will definitely get flagged by the assessor versus which ones you might get away with deferring.
I use AI to accelerate research—reviewing NIST guidance, generating documentation drafts, and mapping controls to technical implementations faster than manual work. But compliance judgment comes from real world experience, working directly with assessors.
I just led a 200+ user organization to a perfect CMMC Level 2 assessment in October 2025. Zero findings. Zero remediation items. I know what assessors actually look for because I watched them evaluate every control, review every piece of evidence, and ask every follow-up question.
When I assess your MSP's readiness, I'm not comparing against the framework—I'm comparing against what I know will pass a real audit:
Documentation that meets C3PAO evidence standards (not just templates)
Technical controls that assessors will actually validate (not checkbox compliance)
Shared responsibility matrices that eliminate gray areas (not vague assignments)
Evidence packages structured the way assessors expect to see them
Answers to the specific questions assessors ask during interviews
AI reads the requirements. I know what satisfies the assessor. There's a big difference.
AI accelerates my analysis. Recent assessment experience gives me credibility. You need both.