AI Assurance Institute

Assurance and Control Objectives for AI

Internal control, Annex VI and the evidence trail for AI systems

Agile Does Not Retire Old Code

Evidence-Based AI Audit: Not Checklists, Not Interviews

The Role and Need of Controls:
OpenAI, Anthropic and the September 2026 Record

Internal Controls in AI Systems: A Foundation for Responsible Governance and Regulatory Compliance

Annex VI Internal Controls
under the EU AI Act

The EU AI Act's Quality Management System: Building a Reliable, Auditable Foundation of Internal Controls Before Deployment

Why Prioritising Internal Control Over Convenience Is Essential in the Age of Autonomous AI Agents