Early access open · Live demo below

An AI research team that generates trade ideas, then tries to kill them.

Rigorously backtested, AI generated trade ideas across major asset classes. Every idea ships with its full validation dossier. Export it as a deployable Python script to run locally or through your execution stack.

Built for prop trading desks, sales and trading teams, and broker platforms who deploy the strategy directly or use the research for market commentary and trade idea communication.

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Simulated demo (illustrative data)

Pick an asset, set a target, and watch the agent team generate and validate an idea in real time. Nothing here touches real market data.

Choose an instrument

Trade horizon

Generate

Idea 1 of 5 today

Select an instrument and a trade horizon above to continue.

No ideas generated yet today. Choose an instrument, set your trade horizon, and hit Generate.

How it works

Choose your assets

Pick from indices, equities, FX, commodities, and crypto.

Agents generate and validate

Hypotheses are proposed, backtested, and put through independent risk review.

Dossier + Python script

Survivors ship as a full dossier and a standalone script for your own stack.

CEO

Allocates research effort across the hypothesis space by expected value.

Head of Investment Research

Turns allocated effort into concrete, falsifiable hypotheses.

Research Analyst

Builds the backtest, sweeping parameter variants across the setup template library.

Risk Officer

Reports outside the research chain and can veto anything the desk likes.

Statistical floors on sample size and significance

A quality gate on profit factor, drawdown, and trade count

Redundancy checks against known factors

Realistic cost, slippage, and concentration checks

Full methodology, failure modes, and honest limits: read the methodology.

Request early access

Lemma is in early access. We are accepting a limited number of professional users while we refine the platform. All features are free in exchange for your feedback.