Technical Documentation

AI Trade Validator

Our AI Signal Validation Model is a state-of-the-art feature built into your Charts Connect Expert Advisor that acts as your personal AI trading analyst. Before your EA enters any trade, you have the option to let our AI model validate each signal and calculate a probability score for success between 0% and 100%.

To enable this option, you need a paid plan. Simply toggle the AI validation feature on from the Auto AI Validation toggle in our EA and set your minimum confidence threshold from the Minimum AI Score to Execute Alert input and let the AI filter out low-probability trades automatically.

How It Works

• Turn on the AI validation feature in your Expert Advisor settings.
• Choose your minimum probability requirement (e.g., 70%, 80%, 90%)
• The higher the threshold, the more selective your EA becomes
• Lower thresholds allow more trades but with varied confidence
• Find your sweet spot based on your risk tolerance
• Let AI Validate Every Trade
• Signal is automatically sent to our AI validation system
• AI analyzes the trade in real-time
• Trade Only High-Confidence Signals
• Probability above your threshold: Trade enters automatically.
• Probability below your threshold: Trade is skipped. 

What Makes Our AI Validation So Powerful?

We use a multimodal method that combines advanced technologies working together to give you the most accurate trade validation available:

• Our model visually analyzes price charts just like an experienced trader would. It identifies candle patterns, trends, and performs technical analysis.
• Our model scans and analyzes relevant news as they happen. The news sentiment model has been trained on market-moving events to detect bullish or bearish sentiment from headlines and articles.
• Our model analyzes multiple technical indicators simultaneously so it can identify overbought/oversold conditions and detect momentum shifts and trend changes.
• Our model makes intelligent decisions by weighing multiple factors and learns from vast amounts of market data and trading patterns.
• Our model outputs a multi-factor probability calculation by combining multiple sources of information within seconds.
• Our AI model is fast. It is able to make analytical-based decisions within seconds 

There are key benefits to using the AI Signal Validator

• It filters out low-quality trades so that you only enter high-probability setups.
• It reduces losses by avoiding trades that AI identifies as risky.
• It improves win rate because each trade is carefully selected.
• It helps you stay informed as you exactly why trades are taken or skipped.
• It is tailored to you. You can set thresholds that match your trading style.
• It provides answers within seconds.
• It has multi-source intelligence as it benefits from news, charts, and data analysis.

Traditional EAs follow rigid rules and can't adapt to

  - Breaking news events

  - Visual chart patterns

  - Market sentiment shifts

  - Multi-factor analysis

Our AI validation brings human-like intelligence to your automated trading

  - Sees what you see (and more) through computer vision

  - Reads and understands news like a financial analyst

  - Combines multiple data sources like an experienced trader

  - Makes decisions in milliseconds

It's like having a professional analyst validate every single trade before your EA takes it - but faster, more objective, and always available. This is the future of automated trading - and it's available to you right now with Charts Connect.