Building a Governed AI Gateway to Enterprise Data
Every organization wants to put an AI agent in front of its data. Far fewer have worked out what that does to their security model.
This talk walks through eMAG’s Cloudera data platform end to end: how storage, compute, authentication and fine-grained authorization fit together and, then, through the layer built on top of it: an enhanced MCP server that lets users ask questions in natural language and get answers from Impala, without stepping outside the permissions the platform already enforces. Architecture, design decisions, and the trade-offs made along the way.