Designing Multi-Agent Systems for Enterprise-Scale AI - Praveen K

This talk explores the implementation of large-scale AI through an orchestrated network of specialized agents rather than relying on a single powerful model. Praveen Kalulal Kesrimal discusses the transition from RAG agents to advanced multi-agent systems that can collaborate, reason, validate, and execute tasks in a coordinated manner. He highlights key concepts such as agent specialization, orchestration, shared memory layers, and governance models, demonstrating how distributed AI ecosystems can enhance autonomy and resilience for teams operating within real-world enterprise workflows. The session is an insightful resource for those interested in building and governing scalable AI systems.