Turning Research Into Verified Trading Systems

Quant Invest System is an automated EA factory: a pipeline that scans hundreds of trading research sources daily, extracts actionable strategy logic using large language models, converts it into executable MQL5 code, and subjects every single EA to a battery of seven quality gates before it ever reaches a customer.

We believe that algorithmic trading should be built on evidence, not hope. That means publishing every backtest metric — Sharpe ratio, win rate, maximum drawdown, profit factor — and being explicit about where each number comes from. No cherry-picked periods, no curve-fitted optimisations presented as live results.

Our pipeline rejects more than 95% of the strategies it discovers. Only those that survive three independent validation stages — a rapid Python backtest, a full MT5 Strategy Tester run, and thirty days of paper trading — make it into the shop. This is not marketing language; it is the actual gate structure enforced by our infrastructure on every strategy, every day.

See How It Works ▸ View Live Results
The Daily Pipeline
01
AI Research 1,000+ sources scanned daily
02
Code Generation MQL5 + security audit
03
Python Backtest Sharpe ≥ 1.0, WR ≥ 50%
04
MT5 Validation WR ≥ 55%, DD ≤ 20%
05
30-Day Paper Trading Real spreads & slippage
Published in Shop Less than 5% reach here

Core Values

Three principles guide every decision we make — from how we design quality gates to how we present performance data.

Transparency

We publish every backtest metric for every EA — Sharpe ratio, maximum drawdown, profit factor, win rate, number of trades, test period. We state clearly whether a number comes from backtesting, forward testing, or paper trading. We never hide unflattering results or present optimised in-sample performance without labelling it as such.

Rigor

Seven quality gates stand between a strategy idea and a published EA. More than 95% of strategies discovered by our research pipeline are rejected before they reach the shop. Thresholds are fixed and non-negotiable: a strategy that barely misses the Sharpe or drawdown cutoff is rejected, full stop. No exceptions, no special cases, no "close enough".

Innovation

Our pipeline runs every day. AI agents scan academic papers, quantitative finance blogs, GitHub repositories, and trading forums, extracting strategy logic and scoring it for originality and viability. Code generation and security auditing are automated. We ship new validated EAs continuously — not in a seasonal catalogue but as a daily process driven by state-of-the-art language models.


Scale & Precision

1,000+ Sources scanned per day
7 Quality gates
<5% Approval rate
30 Days of paper trading

Our Technology Stack

Purpose-built infrastructure — each component selected for the specific role it plays in the validation pipeline.

🔍
AI Research Daily strategy discovery across 1,000+ sources — papers, blogs, GitHub, forums.
DeepSeek / Qwen LLMs
⚙️
Code Generation MQL5 and Python code generated from structured strategy JSON. Every file passes a security audit before storage.
Claude Opus via API
🐍
Python Backtest First-pass validation on on-demand Linux VPS. Fast and cheap — eliminates ~95% of candidates.
VectorBT / Backtrader
📊
MT5 Validation Full Strategy Tester run on real tick data. Windows VPS spun up on demand, terminated after the test.
MetaTrader 5 Strategy Tester
📱
Live Monitoring Every pipeline stage reports status, metrics, and alerts in real time through dedicated channels.
Slack / Telegram Alerts
🗄️
Metadata & Memory Strategy lifecycle tracked from research to publication. Full audit trail of every quality gate result.
Notion DB / PostgreSQL
📦
File Storage All EA files (.mq5, .py, reports) stored with versioning enabled. Never overwritten, always traceable.
AWS S3
🔧
Self-Healing Errors detected by monitoring trigger an autonomous recovery workflow that diagnoses and repairs failures.
n8n + Claude API
🌐
Orchestration All workflow stages coordinated through a self-hosted n8n instance. No cloud lock-in, full visibility.
n8n (self-hosted Docker)

Ready to Trade Smarter?

Browse Our Verified Expert Advisors

Every EA in our shop has passed all 7 quality gates. Browse by strategy style, currency pair, or performance metrics.

Risk Disclosure: Trading forex and CFDs on margin carries a high level of risk and may not be suitable for all investors. Past performance figures — whether from backtesting, forward testing, or paper trading — do not guarantee future results. Automated trading systems can experience technical failures, slippage, and broker execution differences that are not reflected in historical simulations. Please read our full Risk Disclosure before making any purchase decision.