The idea of a "pipeline" is hardly new. Defining and implementing a well-understood workflow has long been key to efficient and cost-effective physical manufacturing -- just look at any factory floor.

Machine learning operations -- or MLOps -- is a complex process involving numerous discrete workflows, including AI model training, testing, deployment and management. Performing all these tasks ...