Architecture
Four modules. One integrated system.
DeepForge's infrastructure is organized into four core capability modules — spanning the full lifecycle from data ingestion through execution and real-time risk management.
ForgeData
Market Data Research Infrastructure
A reusable data foundation for quantitative research and live trading — exchange connectivity, normalization, feature pipelines, and research dataset generation.
ForgeExecution
Microstructure & Execution Intelligence
Research and infrastructure for execution quality — order flow analysis, microprice models, slippage modeling, and adverse selection measurement.
ForgeResearch
Strategy Research & Portfolio Construction
Systematic framework for developing, evaluating, and combining trading strategies — signal research, backtesting, and cost-aware simulation.
ForgeRisk
Real-Time Risk & Control Systems
Portable risk controls across venues and regimes — exposure monitoring, kill switches, regime detection, stress testing, and PnL attribution.
Each module operates independently but is designed to compose — data feeds execution, execution informs research, research drives risk, and risk refines everything.