In this presentation, we delve into the creation of an intermediate platform designed to serve the processed data in a standardized format for our school users. The focus is on establishing a central hub that can efficiently handle diverse data sources into a common format that is easily accessible and usable by specific users. Throughout the presentation, we explore the key components and functionalities of this intermediate platform, including data download and transformation processes, data quality controls, and data access opportunities. We discuss how these components work together seamlessly to streamline data processing workflows and enable the generation of meaningful insights.