AI models know a great deal. They just don’t know your organization: Prof. Rahul Dé

In a new article titled ‘What managers should know about RAG: A complement to AI models’ for The Hindu BusinessLine, PGP ’19 Minarva M., Senior Product Manager, JPMorgan Chase & Co., and Prof. Rahul Dé, former faculty, Information Systems area, IIM Bangalore, examine why Retrieval-Augmented Generation (RAG) has become one of the defining architectures for enterprise AI.

While the most capable AI models can reason, write and synthesize information, they cannot draw on an organization’s proprietary knowledge unless they are designed to do so. That distinction is increasingly separating experiments from enterprise-scale adoption.