What is MLOps?
MLOps (machine learning operations) is the set of practices for deploying, monitoring and updating machine learning models in production. It brings the discipline of software delivery to models and their data.
Why it matters for your business
Models lose accuracy as the world changes. MLOps keeps predictions reliable over time with monitoring, versioning and planned retraining.
A demand forecast is checked against real sales every week, and when its error rises past an agreed limit the model is retrained on the latest data.