InsightForge AI

AI-powered business intelligence agent for automated dataset profiling, analysis, insights, diagnostics, and AI-generated business reports.

Overview

InsightForge AI transforms business datasets into structured, actionable intelligence.

It provides:

• Automated dataset ingestion
• Dataset profiling
• Deterministic business metrics
• Statistical analysis
• Correlation analysis
• Outlier detection
• Trend analysis
• Category contribution analysis
• Business diagnostics
• AI-powered business insights
• AI-generated business reports
• Multi-provider LLM support

API

InsightForge AI exposes a FastAPI-based API for programmatic analysis.

Core endpoints

• GET /health — service health check
• POST /api/v1/upload/ — upload CSV/XLSX datasets
• POST /api/v1/profile/ — generate dataset profile
• POST /api/v1/analyze/ — perform business analysis
• POST /api/v1/report — generate AI business report
• POST /api/v1/agent/analyze/ — analyze datasets using the Business Analytics Agent

Interactive API documentation is available through FastAPI's OpenAPI interface.

AI Providers

InsightForge AI supports multiple LLM providers:

• OpenAI
• Anthropic
• Google Gemini

Provider selection is configurable through environment variables.

Technology Stack

• Python 3.13+
• FastAPI
• Pydantic
• Pandas
• NumPy
• SQLAlchemy
• Docker
• Uvicorn
• OpenAI
• Anthropic
• Google Gemini

Production

InsightForge AI is packaged as a production Docker image and runs as a non-root application user.

Current release:

v1.1.0

Project Status

v1.1.0 — Deterministic business metrics release

The core API, dataset analysis pipeline, AI gateway, agent layer, testing infrastructure, and production container are implemented and validated.

License

InsightForge AI is proprietary software. See the LICENSE file for the applicable usage terms.