The EU AI Act is an infrastructure problem, not a legal one

The EU AI Act doesn't ask whether you thought about risk. It asks you to show the evidence . Article 9 requires a risk management system. Article 10 requires data governance with measurable quality criteria. Article 11 requires technical documentation that reflects the actual system. Article 12 requires automatic logging. Article 15 requires demonstrated accuracy and robustness. All of these demand machine-readable artifacts generated from your actual pipeline — not a risk register in SharePoint. Most organizations building high-risk AI systems today have slide decks where they should have evidence. And the deadline for high-risk systems is August 2, 2026 . This is not a legal problem. It's an infrastructure problem . And we built the plumbing to fix it. The full lifecycle in real code I'll walk through a complete compliance lifecycle — pre-training data audit, mitigation, post-training verification — using a credit scoring model. Not a toy. Real OSCAL policies, real fairness metrics,