Glossary
Updated
Critical in complex ecosystems where models, data services, and workflows span multiple platforms. Governance promotes use of open standards (ONNX for model exchange, REST/GraphQL for APIs), well-defined data schemas, and semantic ontologies. It also enforces versioning policies and backward compatibility to prevent integration failures as components evolve.
Example
A healthcare consortium ensures interoperability by requiring all partners to export predictive-model artifacts in ONNX format and to use FHIR standards for patient data exchange. This lets hospitals plug each other’s AI modules into their systems with minimal custom integration work.