AI Governance Institute logo
AI Governance Institute

Practical Governance for Enterprise AI

← All news

Topic

Assurance

Assurance refers to independent verification and validation processes that confirm AI systems operate as intended, comply with requirements, and meet acceptable risk standards. In enterprise AI governance, assurance activities include audits, testing, certifications, and third-party assessments that provide stakeholders with confidence in system reliability, safety, and regulatory compliance. Effective assurance mechanisms are critical for mitigating liability, supporting organizational accountability, and enabling informed decision-making about AI deployment and ongoing operations.

1 item