AI does not remove the need for good data platforms. It makes weak foundations louder.

This category is about preparing data platforms for agents, RAG systems, copilots, and LLM-driven workflows: metadata, lineage, documentation, access control, freshness, quality, trust, and retrieval-ready architecture.

Because without these foundations, AI is just a confident interface on top of messy data.