1.3 KiB
1.3 KiB
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.