Startups Directory

Tecton is an enterprise feature store that centralizes the management, serving, and governance of machine learning features used in production models. It solves the critical problem of training-serving skew by maintaining consistency between offline (batch) and online (real-time) feature environments, with online latencies under 5ms at 100K+ queries per second. The platform enables data teams to discover, reuse, monitor, and govern ML feature pipelines, reducing weeks from deployment cycles. Tecton was acquired by Databricks in August 2025.