
Aug 8, 2025Mar 11, 202612 min
MLOps in production: from prototype to a governable system
How to move ML into production with versioning, CI/CD, observability, and rollback without depending on heroics.
MLMLOps

How to move ML into production with versioning, CI/CD, observability, and rollback without depending on heroics.

How to build a data platform with contracts, lineage, and a semantic layer for trustworthy analytics and governed self-service.