About This Project
AnalyticsPro needed their non-technical leadership team to interrogate live business data without relying on data analysts for every query. Pilloweb built a FastAPI backend that feeds a React dashboard with real-time KPI widgets, trend charts, and automated scheduled reports. The headline feature is an OpenAI-powered NLP interface: users type plain-English questions like "What were our top 5 products by revenue last quarter?" and receive instant chart responses — no SQL required.
The Challenge
Non-technical executives were creating bottlenecks asking the data team for ad-hoc reports, delaying decisions by 2–3 days each cycle.
Our Solution
An LLM-backed query layer that translates natural language to parameterised SQL, executes it safely, and renders the result as an interactive chart in under 3 seconds.
Results That Matter
- 40% faster reporting
- NLP queries replace SQL for 80% of users
- Real-time KPI monitoring