Technical GlossaryData Science and Data Management

Data Contracts

An agreement approach that explicitly defines schema, quality, and delivery expectations between data producers and consumers.

Data contracts are a modern governance tool that clarifies expectations between data-producing teams and data-consuming teams. Field names, data types, missing-value tolerances, refresh frequency, and procedures in case of breakage can all be part of this framework. With data contracts, changes stop being surprises and safer evolution becomes possible. This approach balances technical flexibility with contractual discipline in data platforms.