OtterTune is an automated database tuning service that uses machine learning to optimize DBMS configurations. It monitors various database parameters and adjusts settings to ensure peak performance. By leveraging historical tuning data, OtterTune continually refines its optimization strategies to help organizations manage their databases more efficiently, reducing both operational costs and manual intervention requirements.