ISO 42001 for Machine Learning Systems
Machine learning (ML) is transforming industries by helping organizations automate decisions, analyze large amounts of data, and improve business processes. However, ML systems can also introduce risks related to bias, privacy, security, transparency, and reliability. ISO 42001 provides a structured approach for organizations that want to manage these risks responsibly. What Is ISO 42001? ISO/IEC 42001 is an international standard for establishing, implementing, maintaining, and continually improving an Artificial Intelligence Management System (AIMS) . It helps organizations manage AI-related risks while promoting responsible and trustworthy AI practices. For organizations developing or using machine learning systems, ISO 42001 can provide a framework for managing the entire AI lifecycle—from planning and development to deployment, monitoring, and improvement. How ISO 42001 Supports Machine Learning Systems Machine learning systems depend heavily on data, algorithms, and automa...