SuperSheets
AI Data Analyst & Code Interpreter
Overview
SuperSheets reimagines spreadsheet software for the AI era. Rather than learning complex formulas or writing code manually, users can describe their data analysis needs in plain English. The system translates these requests into executable Pandas code within a secure, sandboxed environment, enabling sophisticated analyses like regressions and forecasting without requiring programming expertise.
Key Highlights
Built an AI-native spreadsheet engine using Gemini Structured Outputs to iteratively generate and modify Excel files, ensuring 100% schema compliance for complex datasets.
Implemented a sandboxed Python Code Execution environment (in Cloudflare), allowing the agent to perform advanced quantitative analysis (regressions, forecasting) and plot results dynamically.
Developed a context-aware Q&A system that translates natural language into executable Pandas code, reducing manual data analysis time by 60%.
Live demo coming soon