Text-to-SQL Agent
Multi-model GenAI system that converts natural language to SQL and returns instant charts—saving 100 hours/week.
Problem
Business users waited 24–48 hours for basic reporting. Data teams were the bottleneck between questions and answers.
Solution
Multi-model system that accepts natural language, generates SQL, executes securely in Snowflake, and returns tables or visualizations in real time.
Outcome
Eliminated reporting lag entirely—from 24-48 hours to instant. Saved 100 hours/week by enabling self-serve analytics with zero SQL required.
System Architecture
Input
Accepts plain English questions via chat interface
Route
Classifies intent and selects the right agent path
Validate
Checks query safety before touching the database
Generate
Converts natural language into executable SQL
Execute
Runs query securely against Snowflake
Render
Returns tables or charts ready for decisions