Oracle Autonomous Database is a cloud-based data management platform that automates database optimization, security, and scaling. It uses machine learning to provide self-driving capabilities, allowing organizations to efficiently store, manage, and analyze data while reducing administrative overhead and enhancing performance for various workloads and applications.