Author: AI Governance Desk

For years, much of AI compliance has been treated as a release exercise: complete the conformity … EU AI Act Article 72: Post-Market Monitoring and Continuous ComplianceRead more

The EU AI Act is no longer an abstract policy debate. With the regulation adopted and … EU AI Act Compliance: From Documentation to Operational EvidenceRead more

As EU AI Act enforcement gets closer, Article 10 is where a lot of high-risk AI … EU AI Act Article 10: Data Governance Requirements for High-Risk AI SystemsRead more

January 2026 is no longer a planning window. For Chief Compliance Officers across Europe and global … EU AI Act Compliance Roadmap: CCO Checklist for High-Risk SystemsRead more

Updated April 2026: This article has been refreshed to include AI decision traceability and audit trail … AI Governance Platforms for EU AI Act Compliance: GRC Tool ComparisonRead more

Artificial intelligence failures are no longer treated as technical mishaps. They are now legal, financial, and … EU AI Act Fine Structure: Article 99 Penalties and Non-Compliance CostsRead more

Your model passes validation. Accuracy looks good. Performance is stable in staging. The system behaves exactly … AI Red Teaming for EU AI Act Compliance: Adversarial Testing FrameworkRead more

A regulator asks a simple question. “Where did the data used to make this decision come … EU AI Act Data Lineage and Traceability: Article 10 and Article 12 RequirementsRead more

You finally deploy a model that works. The metrics are solid, the pipeline is stable, and … EU AI Act Compliance for Engineers: Technical Implementation ChecklistRead more