InsightAI Enterprise
Multi-Agent Decision Intelligence Platform with real-time analytics, semantic search, and AI-powered business insights.
A production-grade Enterprise Multi-Agent Decision Intelligence Platform built with Next.js, FastAPI, LangGraph, PostgreSQL, MongoDB, Redis, and OpenAI. Delivers real-time analytics, AI-powered business insights, ETL pipelines, semantic search, executive reporting, dashboards, and secure enterprise workflows.
Problem Statement
Enterprise teams need faster analytical answers with governed, explainable query flows rather than opaque chatbot responses.
System Solution
Multi-agent decision intelligence that understands intent, maps schema, generates validated queries, renders visual output, and explains results in plain language.
Architecture & Data Flow
LangGraph multi-agent orchestration for planning, retrieval, query generation, and reporting.
FastAPI services with ETL pipeline integration and semantic search via vector embeddings.
Next.js dashboard with real-time analytics, executive report generation, and AI-powered workflows.
PostgreSQL + MongoDB + Redis for durable data, document storage, and high-performance caching.
Key Technical Features
- 01.Multi-agent orchestration with planning and delegation across specialized analysis agents.
- 02.Natural language to governed query generation with schema awareness.
- 03.Real-time dashboards with AI-generated executive summaries.
- 04.ETL pipeline integration with semantic search across business documents.
- 05.Secure enterprise workflows with role-based access and audit trails.
Engineering Challenges
- 01.Constraining multi-agent query generation to known schema and allowed operations.
- 02.Keeping semantic search results explainable rather than opaque.
- 03.Managing real-time analytics updates without blocking agent workflows.