SDF is a powerful subscription-based platform designed specifically for data engineers and analysts who require robust SQL development and data management capabilities. It enhances SQL comprehension and enables data teams to effectively unlock their data's potential. Key features include a transformation layer for streamlined query writing, an analytical database engine for local execution, and an accelerator that optimizes transformation processes.

In addition to its core functionalities, SDF emphasizes data quality and governance with proactive features such as reports, contracts, and impact analysis. It allows users to represent business logic as code, improving clarity and maintainability of data models. The platform integrates seamlessly with various SQL dialects and cloud environments, supporting a wide range of users from small businesses to enterprises, and is built on an open-core architecture that promotes customization and collaboration.