# System Architecture

IntelliTrade is built on two harmonized components:

#### 1. AIZEN AI Price Prediction Model

* **Temporal Fusion Transformer (TFT)** architecture for time series price prediction
* Inputs include technical indicators, macro-economic signals, and derivatives market data
* Forecasts price changes with strong directional accuracy
* Adaptable to different market conditions

#### 2. IntelliTrade Trading System

Translates predictions into trades with modular components for optimization, validation, execution, and risk management.

**Features include:**

* Cross-validation framework for parameter robustness
* Configurable position sizing with volatility modifiers
* Multi-metric optimization (profit, profit ratio, Sortino ratio, return over drawdown)
* Leverages AIZEN's predictive edge while applying strict controls