Building an Enterprise AI Governance Framework

With the EU AI Act enforcement beginning August 2, 2026 and fines reaching up to 35 million euros or 7% of global revenue, enterprises can no longer treat AI governance as a future consideration. This whitepaper provides a comprehensive, battle-tested framework for building an AI governance program that satisfies the strictest regulatory requirements while keeping your organization competitive.

The framework is structured around five pillars: risk classification, policy enforcement, audit trails, accountability reporting, and continuous improvement. Each pillar includes detailed implementation guidance, from the boardroom conversations needed to secure executive sponsorship to the technical architecture required for real-time policy enforcement across hundreds of AI models and thousands of users.

We include a complete maturity model that helps you assess where your organization stands today and chart a clear path to full compliance. The accompanying policy templates, drawn from governance programs at organizations processing over 10 million AI interactions per month, can be deployed immediately and customized to your specific regulatory environment and risk tolerance.