Tecton’s integration with Snowflake enables data teams to securely store, process, and manage the complete lifecycle of machine learning features for production in Snowflake. This integration allows users to define features as code using Python and SQL, run transformations in Snowflake to get performance, ease of use, governance, and security of the Data Cloud regardless of language. The solution addresses data challenges in production ML by centralizing feature logic, simplifying feature management, fast and accurate retrieval of training data sets, and incorporating real-time data into production without training-serving skew.