Research, methodology, and insights on autonomous AI agent governance.
The AI agent governance market organizes around three functional categories: runtime observability, GRC, and machine identity security. Each has its leaders. None provides the doctrinal reference regulators are starting to ask for. That is the gap the Agentic Commerce Framework® (ACF) fills.
The official Model Context Protocol server for ACF® distributes the doctrine, the 17 methodological cards, the V2.1 whitepaper and mappings to the 5 major legal frameworks — every resource Ed25519-signed, every release verifiable. Available on npm as `acf-mcp@1.1.0`.
The Digital Omnibus on AI defers Annex III obligations to 2 December 2027. For commercial AI agents — pricing, lead qualification, credit scoring, B2B negotiation — the reprieve is narrower than it appears: GDPR, DDA, French consumer law and DGCCRF remain fully enforceable.
The Digital Omnibus on AI defers Annex III high-risk obligations by 16 months and Annex I product-regulated high-risk obligations by 12 months. What the 6 May 2026 agreement changes — and what it leaves untouched.
Traditional AI governance frameworks were designed for models. Not for agents that make decisions and act autonomously. This confusion is costly.
The AI Act's risk-based approach creates specific obligations for autonomous agents. Here's what ACF Level 2 governance covers.
The DDAO is the legal guardian of your autonomous agents. How to create and empower this critical role within your organization.
An effective emergency stop is not a single button. ACF® specifies multiple interrupt levels with defined response times.
McKinsey estimates the agentic commerce market at $3-5 trillion by 2030. Without governance, this opportunity becomes a systemic risk.
Complete framework architecture in layers: Governance, Policy, System, and Supervision. How they interact and why each is essential.
You're told governing AI agents slows innovation. That's wrong. Here's why the best-governed organizations will be the most competitive.