Integrating ISO 27001 and ISO 42001 Into an AI Development Workflow
AI governance becomes more challenging when security and compliance activities sit outside the engineering process. A development team might follow established security procedures, review access permissions, and document infrastructure changes. At the same time, its AI systems may introduce additional questions about intended use, model behaviour, risk ownership, and ongoing oversight. Managing these responsibilities separately can create gaps between technical implementation and organizational
🎯 Vulnerability: Web Security Vulnerability
💡 Defense Fix: Implement strict input validation, contextual output encoding, and enforce least-privilege authorization controls.