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Data Engineering

Data contracts, lakehouse design, and pipelines AI systems can trust.

Data Engineering

Data Contracts for Reliable AI Pipelines

AI systems fail at the data layer more than the model layer. How data contracts — schema, semantics, SLAs, and enforcement — stop upstream changes from silently corrupting features, RAG corpora, and training sets.

Sanjay Mehta 5 min