As artificial intelligence continues to reshape industries, the need for robust data governance frameworks specifically tailored for AI becomes paramount. Enterprises in the US face unique challenges in ensuring data quality, managing complex compliance requirements like CCPA and HIPAA, and mitigating ethical risks inherent in AI systems. This article provides a comprehensive guide to building effective AI data governance, transforming potential liabilities into strategic assets for your organization.