AI-Powered Data Intelligence & Analysis Platform
InsightForge is a modular, agent-driven data analysis system that automates data ingestion, cleaning, SQL analysis, visualization, and insight generation using AI-assisted workflows.
It is designed to reflect real-world data analyst / AI engineer pipelines, not toy demos.
- Accepts raw datasets (CSV)
- Cleans and preprocesses data
- Performs SQL-style analytical reasoning
- Generates visual insights
- Uses agent-based orchestration for task separation
- Designed for extensibility and production deployment
InsightForge follows an agentic design with clear responsibility boundaries:
User Input ↓ Graph Builder (Agent Orchestrator) ↓ | Data Analyst Agent | | Data Engineer Agent | | SQL Reasoning Agent | | Visualization Agent | ↓ Final Insights & Outputs
Each agent operates independently, making the system:
- Scalable
- Testable
- Easy to extend
Sparsha Koti MS Data Science AI / ML / Data Engineering Focus
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