System Architecture

IntelliTrade is built on two harmonized components:

1. AIZEN AI Price Prediction Model

• Temporal Fusion Transformer (TFT) architecture for multi-timeframe price prediction.

• Daily retraining on NVIDIA GPUs (GCP infrastructure) to prevent model drift.

• Inputs include dozens of technical indicators and lagged variations.

Forecasts 3-day price changes with:

• ~50% perfect accuracy (targets met or exceeded).

• 69% directional accuracy (up/down movement).

• Performance across different market conditions: 37–69%.

2. Inteli-Trade 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).

• Leverages AIZEN’s predictive edge while applying strict controls.