Deploying generative artificial intelligence across a massive enterprise collaboration ecosystem demands rigorous architectural preparation, robust data security guardrails, and precise software license management. Because conversational intelligence engines—such as natural language search, automated channel recaps, thread digests, and secure Retrieval-Augmented Generation (RAG) pipelines—rely on robust infrastructural foundations like escrow Virtual Private Clouds (VPCs) and local vector […]