The Dynamic Pipeline Stage Orchestrator is a Jenkins framework that dynamically creates CI/CD stages via YAML, enabling parallel testing and faster deployments. It offers features like reporting, logging, rollback, and notifications, optimizing test execution and streamlining the development lifecycle.