Tecton

Tecton provides a feature platform for machine learning with a unified system for defining, managing, and serving features. The platform empowers data scientists to own model deployment and integration, much like how DevOps practices revolutionized software engineering two decades ago, enabling 208 times more frequent and 106 times faster deployments. Tecton's approach goes beyond traditional feature stores, incorporating data pipelines and infrastructure typically built by data engineers. It acts as a central repository for business signals, enabling teams to discover, re-use, and govern features. By integrating with existing data infrastructure like Snowflake, Databricks, and AWS, Tecton aims to provide a best-of-breed solution rather than requiring migration to an end-to-end ML platform.