# Intelligence Services

Intelligence services provide AI/ML capabilities, strategy execution, and algorithmic trading intelligence for the platform.

## Services

### Backtest Engine
- **Purpose**: Historical strategy testing and performance analysis
- **Key Functions**:
  - Strategy backtesting with historical data
  - Performance analytics and metrics calculation
  - Vectorized and event-based processing modes
  - Risk-adjusted return analysis
  - Strategy comparison and optimization

### Signal Engine
- **Purpose**: Trading signal generation and processing
- **Key Functions**:
  - Technical indicator calculations
  - Signal generation from multiple sources
  - Signal aggregation and filtering
  - Real-time signal processing
  - Signal quality assessment

### Strategy Orchestrator
- **Purpose**: Trading strategy execution and management
- **Key Functions**:
  - Strategy lifecycle management
  - Event-driven strategy execution
  - Multi-strategy coordination
  - Strategy performance monitoring
  - Risk integration and position management

## Architecture

Intelligence services form the "brain" of the trading platform, combining market analysis, machine learning, and algorithmic decision-making to generate actionable trading insights. They work together to create a comprehensive trading intelligence pipeline from signal generation to strategy execution.