AI assurance is the ability to verify, monitor, and demonstrate that AI systems operate safely, comply with governance or regulatory requirements, and can be audited. It includes traceability of data inputs, model decisions, and system actions.

‍Why it matters: Assurance is necessary to meet internal risk controls, satisfy legal standards, and maintain accountability for AI-driven outcomes.