Quantitative Research
Laboratory for Trading
You have the intuition. We have the lab to prove it works. Describe your trading idea, and let our AI turn it into a strategy backed by years of data and real statistical proof.
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You Think You Have an Edge. But Do You Really?
Most traders trust their gut. Few have proof. Without real data behind your strategy, you're trading on hope, not evidence.
No Rigorous Way to Validate
Whether you test manually on charts or run scripts on historical data, without a structured validation method you can't tell a real edge from noise.
Not Enough Data to Trust Your Results
50 trades in a journal or a backtest on 6 months of data won't cut it. You need thousands of data points across years and multiple market conditions to draw real conclusions.
Testing Takes Weeks Instead of Minutes
Manual testing is painfully slow. Automated testing requires building infrastructure from scratch. Either way, the iteration loop between idea and result is far too long.
Great on Paper, Fails in Reality
A strategy can look perfect on past data and completely fail live. That's overfitting: parameters tuned for the past, not the future. Without proper out-of-sample testing, it goes undetected.
No Way to Know If Your Edge Is Real
Is your performance skill or luck? Without statistical proof, you'll never know. And deploying capital on unproven results is a risk most traders take without realizing it.
From Trading Idea to Proven Strategy
Turn your observations into strategies you can trust. Every component is tested independently, so you know exactly what works, what doesn't, and why.
Edge Discovery
Find repeatable patterns in the market and instantly know their probability of success across multiple assets and timeframes
Filter Refinement
Add conditions to filter out bad setups and keep only the highest-quality entries. Each filter is tested to make sure it actually improves your results
Risk Management
Add position sizing, stop-loss, and drawdown protection. The platform verifies that each risk rule improves your strategy, not just your backtest
Layered Composition
Build your strategy piece by piece: edge, filters, risk. Each layer is validated independently before the next, so nothing is added without proof
The Scientific Method Applied to Trading
Every profitable system starts from a repeatable event: an edge.
We isolate that behavior, quantify it, and let you build structure around it: filters to refine, risk to protect, and data to prove.
What begins as observation becomes an engineered, tradable framework.
Your Quantitative Research Toolkit
The tools hedge funds use to validate strategies, made accessible to every trader. Know your edge is real before you risk a single dollar.
Layered Strategy Composition
Build strategies piece by piece: your edge, your filters, your risk rules. Each layer is tested independently so you know exactly what improves your results and what doesn't.
Multi-Year Backtesting
Test your ideas against years of real market data across 1,600+ instruments. See your win rate, drawdown, and profitability with realistic spreads, slippage, and commissions.
AI Research Assistant
Describe your setup in plain language. The AI turns it into a full strategy, tests it, and tells you if it works. No coding required.
Advanced Statistical Validation
The platform uses institutional-grade methods (walk-forward analysis, Monte Carlo simulation, and more) to make sure your strategy works in the future, not just on past data.
Code Transparency & Export
Every strategy is readable code you own. What the AI writes is exactly what a developer would write. Export it, audit it, run it on your own infrastructure.
Open Source Engine
Our core engine is fully open source (Apache 2.0). No black boxes. The platform adds AI, optimization, and analytics on top of a foundation anyone can verify.
From Idea to Proven Strategy
Four steps. From a raw trading idea to a strategy backed by data you can trust.
Describe Your Trading Idea
You trade breakouts on Gold? Session opens on EUR/USD? A reversal pattern you've seen a hundred times? Describe it to the AI in your own words, or write the logic yourself. Either way, your idea becomes testable.
Refine & Add Protections
Add filters to skip bad setups (session times, volatility, indicators) and risk rules to protect your capital. The platform tests each addition so you only keep what actually improves your results.
Optimize & Validate
Find the best parameters across years of data and multiple assets. The platform runs advanced validation methods to make sure your strategy works in the future, not just on past charts.
Incubate & Deploy
Watch your strategy perform in real time before risking real money. Compare live results to backtest stats. Deploy only when you trust the numbers.
Your idea. Multiple assets. Years of data. The proof you need to trade with confidence.
Open by Design
The core engine behind TheoryCraft is entirely open source. Every algorithm that touches your data is transparent, auditable, and community-driven. No black boxes.
The engine is free, forever. The platform builds on top of it with AI, advanced optimization, and analytics. You own the foundation, we handle the heavy lifting.
Backtest Engine
Tick-level simulation core. Open, verifiable, and built for accuracy
Connectors
Open integrations for brokers, exchanges, and data feeds
Built for Trust
Audit, extend, or fork any module. The AI uses the same open-source libraries you do
Stop Guessing. Start Proving.
Join the early access list and get your exclusive gift when the Laboratory opens.
Your next strategy deserves more than hope. It deserves proof.
No spam. Just one email when we launch.