What is data contracts in MLOps?

Data contracts define schema, expectations, and quality guarantees between data producers and consumers.

They formalize agreements on schema, nullability, freshness, and data quality. This prevents downstream ML pipeline failures. Contracts are enforced via validation systems and schema registries.