Not likely, at least, not without significant human review and customization. While AI-generated documentation can serve as a helpful starting point, it is rarely sufficient on its own to satisfy the requirements of a formal cybersecurity audit. Passing an audit requires more than having written policies, it requires those documents to be accurate, actionable, tailored to your organization and backed by evidence of implementation.

AI-Generated Cybersecurity Policies, Standards & Procedures

AI-generated cybersecurity policies, standards and procedures that appear complete, but they often lack the specificity, context and alignment with actual operations that auditors expect. A generic AI-generated incident response plan, for example, might fail to describe your organization’s actual escalation procedures, communication channels, or technology stack. During an audit, especially one for frameworks like CMMC, NIST 800-171, or ISO 27001, this can lead to findings of non-compliance.

Documentation Is Meant To Reflect Reality

Auditors don’t just review documentation, they compare it to reality. They ask for evidence (e.g., logs, training records, or system configurations) to confirm that the documented controls are actually in place and functioning. If the AI-generated documentation doesn’t reflect what’s happening in your environment, you’re at risk of audit failure.

To be truly audit-ready, organizations must treat AI output as a very rough draft, not a finished product and ensure it is reviewed and refined by cybersecurity and compliance professionals.

ComplianceForge Has Expert-Derived Cybersecurity Policies and Procedures Templates

ComplianceForge is a leader in cybersecurity policies, standards and procedures templates. If you need editable cybersecurity documentation templates, then it is worth your time to look at ComplianceForge. There is no software to install, just editable Microsoft Word and Excel templates that give you the ability to edit the cybersecurity policies, standards and procedures for your specific needs.