Data analytics solution for a SaaS platform

Data was scattered across multiple systems, including LMS, SIS, and various digital tools used for assignments and assessments. Integrating these sources manually was time-consuming and prone to human errors.

The existing data processing workflows were heavily manual, requiring educators and administrators to spend countless hours preparing data for analysis.

Teachers and administrators lacked a unified view of student performance across different subjects and activities, such as which materials students excelled in, where they faced difficulties, and how they progressed through learning paths.

The initial step was to gather all the requirements, define the deadlines, and establish methods for data integration.

The client had their own data and data from third-party content sources integrated with the client’s product. From these and other sources, data were aggregated into a data lake.

After that, the developers’ team deployed the data analytics dashboards into a production environment. Continuous updates and refinements were applied based on user feedback and performance metrics.

Upon project completion, the Aristek team provided comprehensive user training. The experts organized the ongoing support to gather feedback and make the necessary changes for continuous improvement.

In the next step, unstructured data from the lake was smoothly transformed into the structured data warehouse. It utilized a Star Schema for easy querying and high-performance data analysis, enabling quick access to actionable insights and reducing the time spent on data retrieval.