How do I validate that AI-written SOC 2 policies are accurate?

Why Validation Matters

AI-generated policies from your codebase are significantly more accurate than templates, but they're not infallible. The AI may misinterpret a configuration, reference a tool you've since replaced, or miss a recent change. A 2-hour review catches these issues before the auditor does.

The Validation Checklist

1. Tool References

For every tool named in a policy, verify:

• Is this tool still in use?
• Is the specific feature or setting described still configured this way?
• Have you migrated to a different tool since the AI analyzed your systems?

2. Access Control Claims

• Does the MFA enforcement setting match what the policy describes?
• Are the roles listed in the policy the same roles in your system?
• Does the described RBAC match your actual permission model?

3. Change Management Claims

• Is branch protection configured as the policy describes?
• Does the CI pipeline run the checks listed in the policy?
• Is the deployment process accurately described?

4. Data Protection Claims

• Is encryption configured as described?
• Are backup settings accurate?
• Is the data flow description current?

Common Issues to Watch For

Issue	Example	Fix
Stale tool reference	Policy mentions Heroku, you moved to Vercel	Update the reference
Over-stated controls	"All API routes require authentication" but some are public	Correct to "authenticated routes"
Missing recent changes	New database added, not in policy	Add the new system
Wrong cadence	Policy says "weekly" access reviews, you do quarterly	Correct the frequency

The Review Process

1. Read each policy statement aloud. Does it describe your actual practice?
2. Spot-check configurations. Open the admin panel for 3-4 named systems and verify settings match.
3. Ask your engineers. Share the change management and access control policies with your team. Does this match how they work?
4. Flag uncertainties. If you're unsure about a statement, check the system before the audit.

Validation takes 2-3 hours but prevents audit findings that take days to remediate.