Quantitative Finance

SuperTrade

AI-Powered Quantitative Investment & Smart Trading System

Full-cycle quantitative trading system covering US, A-share, and HK markets — from signal discovery and fusion decision-making to risk management and trade execution

5D
Signal Fusion
106
Automated Tasks
11
Options Strategies
3
Markets Covered

Core Capabilities

5D Signal Fusion Engine

Technical, sentiment, options flow, fundamental, and quant factor signals are normalized and dynamically weighted. Weights auto-adapt to market conditions in real-time, producing unified trading decision scores

AI Adversarial Debate Audit

High-score signals enter a three-way debate: a bull case, a bear case, and an adjudicator that rules. It mirrors institutional adversarial review and curbs systematic bias and over-optimism

24/7 Global Risk Radar

Covering US, A-share, and HK markets, tracking cross-market contagion chains in real-time. From macro rates to VIX volatility, automatically identifying risk escalation and triggering alerts within minutes

Adaptive AI Coach

Post-market auto-review of all signal performance every trading day. Signals that keep underperforming are downweighted and eventually retired, and the strategy iterates with them — the system gets more accurate with use

12 Options Strategy Suite

From Covered Calls to Iron Condors, paired with real-time implied volatility surface monitoring and options flow anomaly detection. One-click deployment of professional-grade options combinations

Dual Risk Gate

Strategy admission gate (confidence + market environment + historical win rate) and position gate (concentration + sizing + real-time capital) run independently, providing end-to-end protection from order to profit/loss management

How it works

The diagrams below describe how the system actually runs.

SIGNALS

How five dimensions become one call

Technical, sentiment, options flow, fundamentals and quant factors each score separately, then get weighted by the current market regime. The weights are not fixed, so the same signal carries different weight under different conditions.

SuperTrade five-dimension signal fusion weighted by current market conditions
RISK

Risk control is layered, not a switch

Position size, drawdown, correlation and tail events each carry their own threshold. Whichever trips first, risk comes down before opportunity is discussed.

SuperTrade four independent risk layers; a trade passes only when all four clear

Product Details

SuperTrade is not a simple trading tool but a complete quantitative investment decision system. It chains data collection, multi-dimensional analysis, signal fusion, adversarial audit, risk management, automated execution, P&L tracking, and strategy evolution into one automated pipeline. 106 automated tasks run around the clock — from intraday data collection to daily strategy review, from minute-level signal fusion to weekly model validation. Built-in academic-grade quantitative research capabilities support Walk-Forward overfitting detection, factor IC rolling evaluation, and model drift monitoring.

Start Your Intelligent Quant Journey

Let AI be your quantitative research partner — from signals to execution, intelligently driven end-to-end

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