Feature Store

A centralized repository for storing, managing, and serving machine learning features across an organization. Feature stores ensure consistency between training and inference, enable feature reuse across teams, and reduce data pipeline complexity. Leading feature store platforms include Feast, Tecton, and Databricks Feature Store.