EU AI Act risk management system requirements: April 2026 guide

The EU AI Act's Article 9 mandates a continuous and iterative risk management system for high-risk AI systems, requiring updates as models evolve and contexts change, rather than relying on one-time audits. This regulation demands rigorous testing across intended and foreseeable misuse cases before market release and requires post-market monitoring to integrate production data back into ongoing risk assessments. Misclassification of AI systems can result in severe financial penalties, emphasizing the importance of accurate risk identification. Compliance involves maintaining comprehensive technical documentation, including system descriptions, design specifications, and testing results. Providers must prove that risk mitigations are effective, with evidence collected from development through deployment and beyond. The Act also highlights the need for data governance to prevent bias, with Article 10 underscoring that data quality failures are early risk indicators. Openlayer offers an automated compliance solution with real-time monitoring and testing, ensuring that risk management infrastructure aligns with Article 9's requirements.

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