Technical Overview

1. Data Foundation: Import spreadsheets into NocoDB, creating a structured database without coding

2. AI Intelligence Layer: Connect dual AI agents—a data analyst to understand and query the database, and a visualization specialist to create appropriate charts

3. Natural Language Interface: Users ask questions in plain language, which the system translates into database queries

4. Automated Visualization: The system automatically determines the optimal chart type based on the data and query

This architecture creates a complete end-to-end solution that handles the entire journey from raw data to actionable insights.