The gold standard: Data quality & data contracts in AI

Ensuring AI Integrity with Data Contracts

In this session, we'll dive into the world of data contracts—API-based agreements between data producers and consumers that capture the data's schema, semantics, distribution, and enforcement policies. We'll also learn how data contracts provide a single surface for collaboration on data in a shared language, allow the data model to evolve in an agile and iterative way, and apply data governance incrementally where it's needed for AI and ML systems. We'll explore how organizations can leverage data contracts to ensure Artificial Intelligence systems are trained on trustworthy and well-governed datasets.