Bring seven AI perspectives to your market research.
Compare fundamentals, sentiment, and macro views from a team of AI agents. Insight Hedge combines their analysis into a research memo using LangGraph and Polygon market data.
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01 / INSIGHT HEDGE
The Hedge Fund Has Seven Brains
Most trading platforms give you one signal from one model and call it a day. Insight Hedge runs seven independent AI agents — each modeled after a legendary investor's strategy — and only surfaces a signal when they reach consensus.
Think of it as a committee of expert analysts that never sleeps, never panics, and never chases a pump.
Multi-Agent Consensus Architecture
02 / INSIGHT HEDGE
Why This Exists
Retail investors face a rigged game. Hedge funds spend millions on proprietary tools and teams of PhDs. Individual traders get a candlestick chart and a prayer.
Insight Hedge levels the playing field. Not eventually. Not behind a paywall. Right now, open source.
- 01Information Asymmetry: Institutions have tools you don't. Until now.
- 02Signal Noise: Twitter is not a trading strategy. Neither is your group chat.
- 03Complexity Barrier: The best strategies require expertise most people don't have time to acquire.
03 / INSIGHT HEDGE
How It Actually Works
Each agent independently analyzes the market through its own lens. The system aggregates their outputs, weights by historical accuracy, and produces a consensus signal with a confidence score.
No black box. Every agent's reasoning is visible.
Signal Generation Pipeline
This is not financial advice. It's not a guaranteed-profit machine. It's a tool that gives you the same analytical firepower as the institutions — what you do with it is up to you.
04 / INSIGHT HEDGE
Open Source, Because Trust Is Earned
The entire codebase is on GitHub. Every decision, every model, every signal — auditable. If you don't trust our signals, read the code. Fork it. Improve it.
That's the whole point.
Insight Hedge is fully open source. The code that generates your signals is the same code running in production. No hidden sauce, no premium-only models.