Accountability

Accountability is the principle that organizations remain responsible for the behavior, outputs, and business impact of AI systems, regardless of whether they’re developed internally or provided by third-party vendors. It requires clear ownership, documented governance decisions, and enforceable security controls throughout the AI system’s lifecycle.