Model Serving
Simplified Production ML


Introduction
Model Serving is built within the Databricks Lakehouse Platform and integrates with your lakehouse data, offering automatic lineage, governance and monitoring across data, features and model lifecycle. Simplify model deployment, reduce infrastructure overheads and accelerate time to production. With built-in auto-scaling capability, you can scale from zero all the way up to your most critical needs while paying only for the compute you use.
Customer Quotes

Unified with lakehouse data
Deep integration with the lakehouse provides automatic lineage, governance and monitoring across data, features and model lifecycle

Simplified deployment
Automated infrastructure configuration and maintenance to reduce overheads and accelerate your ML deployments
