Data that makes sense.
Problem
UP Education's operations across 50 campuses generated massive amounts of data, but non-technical stakeholders struggled to extract meaningful insights. Traditional BI tools were too complex for many users, creating a bottleneck in decision-making.
Solution
We developed an AI-powered analytics co-pilot using GPT-4 and Streamlit. The system uses Retrieval-Augmented Generation (RAG) to provide context-aware answers to natural language queries. The platform runs on Google Cloud, ensuring scalability and security while maintaining data privacy through sophisticated access controls.
Results
The AI assistant dramatically reduced data analysis time and democratized access to insights across the organisation. Users can now get answers to complex data questions quickly, enabling faster and more informed decision-making throughout UP Education. The system consistently handles a high volume of queries, helping staff make data-driven decisions without needing technical expertise.
Technologies