Tecton provides a platform for managing machine learning (ML) features, which are key characteristics used in ML models. The platform enables users to discover, utilize, monitor, and govern feature pipelines, allowing team members to easily find and use existing features while tracking data pipelines, processing costs, and system performance. Users can design ML features using programming languages like Python, SQL, or Spark, and perform complex data transformations, such as time-window aggregations and backfills to handle missing data. Tecton also supports near real-time data processing, enabling users to analyze incoming data without delays. This capability allows businesses, particularly in tech, finance, and e-commerce, to leverage ML and AI effectively. Tecton differentiates itself by focusing on comprehensive feature management and real-time data processing, aiming to streamline the ML development process for its clients.