AI governance platforms are purpose-built software solutions that help organizations manage the ethical, legal, operational, and performance risks associated with artificial intelligence systems. These platforms enable structured oversight across the AI lifecycle, from model development and deployment to monitoring and retirement, by providing capabilities such as model documentation, bias detection, explainability, performance tracking, regulatory compliance management, and auditability.