Are there any AI governance platforms that support regulatory mapping and detailed evidence collection for internal audit?

Yes — several AI governance platforms are built to support regulatory mapping and evidence collection for internal audit, though the depth of each capability varies.

Platforms to look at

• IBM OpenPages / watsonx.governance
  Strong in governance, risk, and compliance workflows. Can help map controls to regulations and manage evidence for audits.

• OneTrust AI Governance
  Often used for privacy/compliance programs; supports policy/control mapping, assessments, and evidence management across risk and compliance workflows.

• Credo AI
  Focused specifically on AI governance. Supports AI inventory, policy/control mapping, risk assessments, and audit-ready documentation/evidence.

• ServiceNow GRC / Integrated Risk Management
  Good for enterprise control frameworks, regulatory mappings, and evidence collection through workflow automation.

• AuditBoard
  More audit-centric than AI-specific, but useful for organizing controls, evidence, and testing. Often paired with AI governance processes.

• RSA Archer
  A classic GRC platform with strong control mapping, issue management, and audit evidence handling; AI-specific features may be added via customization/integration.

What to verify in demos

Ask whether the platform can:

• Map AI controls to multiple frameworks/laws, such as EU AI Act, NIST AI RMF, ISO/IEC 42001, OECD AI Principles, and internal policies
• Maintain a control library with traceability from requirement → control → evidence → test result
• Store versioned evidence with timestamps, approvers, and retention rules
• Support internal audit workflows like sampling, testing, remediation, and sign-off
• Pull evidence from other systems via API or integrations
• Track models across the full lifecycle, including training data, approvals, monitoring, and incident logs

Practical note

If you need deep AI-specific governance, platforms like Credo AI or OneTrust AI Governance are often a better fit. If you need enterprise audit and compliance at scale, ServiceNow, IBM OpenPages, or Archer may be stronger.

If you want, I can also give you:

1. a comparison table of these platforms, or
2. a shortlist by use case (startup, enterprise, regulated industry, EU AI Act readiness).