Download the eBooks, then trade like a hedge fund trader
An ecosystem of tools, data and exclusive training to build a strategic edge in directional trading and in automated and semi-automatic quantitative trading — even if you start from scratch.
The eBooks
Download them free. No cost, just method.
Educational material, direct and data-driven. Start wherever you prefer.
The Trader’s Mind
50% technique, 50% psychology. The mental techniques, the two balance sheets and the discipline that set apart those who last in trading. ~15 minutes of reading.
Innovating Trading with AI
How I use artificial intelligence to innovate: research, StrategyQuant, the Power Tools and the Realistic Engine and Nature Law AI Quant engines. ~15 minutes of reading.
Trend Following in 2026
The complete book: directional and quantitative trading with AI. 95 pages, from the basics to the Cash-AR 2026 method through to StrategyQuant and Claude Code.
More mini guides coming soon: Understanding Trends, The Cash-AR 2026 Method, From Trader to Money Manager.
The platform
How Nature Law AI Quant works
We carry out research and trading, planning every detail to make our trading increasingly competitive on these 10 markets. You bring the strategies you built with StrategyQuant X: the engines optimize them, the accounts measure them.
EurUsd · GbpUsd · UsdJpy · EurJpy · GbpJpy · XauUsd · XagUsd · US500 · XtiUsd · BtcUsd
The purpose of the project
All the subscriptions and proceeds are collected to fund research activities and improve the engines, with the goal of improving the trading of everyone who takes part. This has been the purpose of the project since the lab was born in 2014.
The project is designed to work in a way similar to a hedge fund: research and production run side by side, and the results — what works and what does not — go back into the Strategy DB and into the engines, for every subscriber, not just for the fund.
Where the strategies come from, and how we optimize them
We work with our partners StrategyQuant and AWS to build top-tier Quantitative Strategies that we make available to our traders. We have also developed two systems to optimize those strategies: Realistic Engine AI 3.0 based on Variables and Nature Law AI Quant 1.0 based on Complex Algorithms.
Dynamically optimizes strategies on variables such as risk, monthly drawdown limit, break-even stop, profit targets and trailing stop, recalculating the data over 9 years of market swings.
Base: you use the optimizations published by Stefano. Premium: you optimize on your own, with the Editor 3.0 and the support of AI.
Optimizes StrategyQuant X strategies with three algorithms. The method is the same for all three: the AI studies the behavior of whatever produced the greatest profit and derives from it a set of custom rules, strategy by strategy. What changes is where they act — one on the entry, two on the exit — and the target is always the Win Rate.
Studies the contexts of the most profitable opportunities and derives a filter from them. When the current context is compatible with the quantitative analysis, Seed grants the MT5 strategy permission to trade. Fewer trades, higher Win Rate.
Studies the morphology of the most profitable trends and derives the exit rules that raise the Win Rate on extended trends.
Studies the same morphology on the short term, to raise the Win Rate where it counts for weekly and intraday profits.
This is an open research lab, not a pre-packaged course. We work together on data-driven strategies: manual (Cash-AR 2026) and automated (quant + AI).
Zero gurus. Zero promises. Just data, method and a collaborative team.
The Strategy DB improves every week
Next-generation strategies for trading mainly with prop trading firms: with the Realistic Engine AI editor 3.0 we can control the constraints imposed by the various partners and operate within the required limits — drawdown, profit targets, number of trades, etc. We carry out research and share it with our Traders in the Strategy DB.
We have ongoing research activities with Darwinex Zero · FTMO · 5%ERS · Alpine Funded · FundedVerse, and we are in contact with other potential partners to set up the collaborations, develop strategies, test them and publish them for our Traders.
Want to join us?
Sign up and find out whether what we do fits your needs: because if it does, we can do great things together.
One subscription. Credits for the computing.
One level, everything included. Credits are the fuel for the computing only: the subscription renews them every month, and active subscribers can top up when they need more.
- Upload your own strategies built with StrategyQuant X — to run quantitative analysis on their backtests and optimize them with Realistic Engine AI 3.0 or, soon, Nature Law AI Quant 1.0
- Realistic Engine AI Editor 3.0 — optimize your own StrategyQuant X strategies on variables, with AI support (powered by Claude Opus)
- Full access to our Strategy DB — strategies built with StrategyQuant X, on an advanced AWS computing platform on a par with a large hedge fund: use them and optimize them with our AI-powered engines
- Exclusive strategy slots — a maximum of 4 slots per strategy, reserved for you
- Research and Production Accounts with an AI analysis system — to collect data and make decisions like a trader at a large hedge fund
- Custom Analysis and Backtest Pages — to document events and measure their effectiveness over time
- Advanced Quantitative Analysis platform — the «Market Breathing» tools, to study the behavior and the swings of the best and worst opportunities
- EA Publisher — to update the data of your research and production accounts automatically
- Videos and Articles with quantitative analyses — to optimize your strategies for working with prop trading firms
- Knowledge Base and documentation, constantly updated
- 250 credits every month, included in the subscription
- Extra credit packs for active subscribers, whenever you need more computing
- Search for new optimizations with AI — up to 300 trials per search; it returns the best 5, and you have 14 days to choose
- Credits are consumed by computing, not by access: browsing the Strategy DB and reading the analyses costs nothing
- You optimize the strategies you already built with StrategyQuant X, on variables today and on complex algorithms when Nature Law AI Quant 1.0 arrives
- You measure them on real accounts, research and production, and you track the results over time
- You trade within the limits of prop trading firms — drawdown, profit targets, number of trades
- You keep your edge over time: the Strategy DB and the engines improve every week
One subscription, two ways to pay
The subscription is the way in: it includes everything listed above and renews your credits every month. Extra credits are a top-up for active subscribers, never a way to use the platform without one.
| Monthly | Annual | |
|---|---|---|
| Price | $99 /month | $900 /year |
| Saving | — | two months free |
| Credits included | 250 every month | 250 every month |
| Everything listed above | ||
| Extra credits, when you need more | 500 for $250 | 500 for $250 |
| Start monthly | Start annual |
Credits pay for computing only: browsing the Strategy DB and reading the analyses costs nothing. Extra credit packs can be bought from your account while your subscription is active.
Disclaimer. The contents and the eBooks are for educational and informational purposes only. They do not constitute financial advice nor an invitation to operate on the markets. Trading involves a high risk of capital loss and is not suitable for everyone. Past performance is not indicative of future results.
© 2026 Nature Law AI Quant Trading — Stefano Mastria