Ontology Versioning and Release Management at Scale
A practical guide to managing semantic data contracts, CI/CD pipeline validations, and release cycles in fast-moving enterprise data systems.
Managing ontologies in a production enterprise environment requires the same level of engineering rigour as managing source code. We need semantic versioning (SemVer), automated validation pipelines, compatibility checking, and modular release structures.
Coming soon — this article is currently in the planning stage and will be published in full soon.