Catalyst by Raga is a SaaS platform designed to simplify the creation and operation of AI-powered agents across enterprises. Users can ingest data from databases, CRMs, and cloud storage into vector stores, configure memory policies, and orchestrate multiple LLMs to answer complex queries. The visual builder allows drag-and-drop workflow design, tool and API integration, and real-time analytics. Once configured, agents can be deployed as chat interfaces, APIs, or embedded widgets, with role-based access, audit logs, and scalability for production.