A schema is the formal definition of what data exists within a system and how it is structured, including data types, constraints, and relationships. It sets expectations for how data should be stored, validated, and consumed.

Why it matters:
Schemas provide consistency and predictability, allowing AI systems to know what data to expect and how to handle it. This structure reduces errors, supports governance, and enables reliable integration across systems.