Add Compliance Audit Guide: Operationalize ATF Controls

[CyberGuardian-XRSI]

Problem This Solves

ATF provides control definitions, but organizations struggle with:

• How to verify compliance in audits
• What evidence to collect
• Which controls to prioritize
• How to map to regulatory frameworks (GDPR, HIPAA, SOC 2, etc.)

Solution

Complete compliance audit guide operationalizing all 61 ATF controls with:

1. Audit Procedures

• Clear audit objectives
• Step-by-step verification procedures
• Specific evidence requirements
• Maturity scoring (0-100%)
• Real-world failure modes

2. Framework Mappings

• ISO 42001:2023 (AI Management System)
• ISO 27001:2022 (Information Security)
• SOC 2 (Trust Services Criteria)
• GDPR (Data Protection)
• HIPAA (Healthcare Security)
• EU AI Act (Risk-Based AI Governance)
• NIST AI RMF (Risk Management)

3. Industry Playbooks

• Financial Services (GLBA, SEC AI Guidance)
• Healthcare (HIPAA, FDA AI Requirements)
• EU (GDPR, EU AI Act)

4. Practical Tools

• Compliance scoring calculator
• Evidence collection templates
• Gap assessment worksheets

Impact

This enables:

• Organizations to quickly assess their compliance posture
• Auditors to have standardized, repeatable procedures
• Regulators to see mature industry governance
• Teams to prioritize implementation by risk

Use Cases

• Fortune 500: Audit agentic AI before production
• Startup: Intake checklist for every new agent
• Auditor: SOC 2 or ISO 27001 examination
• Vendor: Security assessment questionnaire

Files

• COMPLIANCE_AUDIT_GUIDE_FULL.md - Main guide (15,000+ words, all 61 controls)
• compliance_scoring_data.csv - Scoring tool (importable to Excel)
• README.md - Quick start guide

Statistics

• 61 controls fully detailed
• 7 compliance frameworks mapped
• 3 industry playbooks
• 15,000+ words of actionable guidance
• Production-ready templates and tools

Thank you for considering this contribution!