Global Macro Statistical Arbitrage
We combine proprietary geopolitical intelligence with quantitative timing models to systematically exploit mispricings in global prediction markets. Our edge lives at the intersection of information velocity, statistical calibration, and disciplined execution.
Strategy at a Glance
Type
Global Macro / Stat Arb
Markets
Prediction Markets
Intelligence
Geopolitical OSINT
Universe
Event-Driven Contracts
Timing
Regime-Aware Entry
Risk Target
Hard Kill Switches
Structure
Proprietary Prop Fund
Benchmark
Absolute Return
The Edge
Prediction markets are structurally inefficient. Crowd-sourced probabilities are slow to incorporate breaking geopolitical intelligence, creating windows where the true probability diverges from the market price. We exploit these windows systematically.
Geopolitical Intelligence Pipeline
Our proprietary intelligence system ingests real-time geopolitical developments — military movements, diplomatic shifts, economic policy changes, and crisis escalations — and feeds structured assessments into our decision models before the broader market reacts.
Statistical Arbitrage Engine
We build calibrated probability models for each event contract. When the market price diverges meaningfully from our model's fair value, we take the other side. The edge compounds across hundreds of small, well-calibrated bets over time.
Macro Timing Framework
Not every mispricing is worth trading immediately. Our timing models analyze intelligence velocity, market microstructure, and probability convergence patterns to determine the optimal entry point — maximizing edge capture while minimizing exposure to noise.
AI-Driven Analysis
Each intelligence signal is processed through our AI analysis systems, which score relevance, assess directional impact, calibrate confidence, and generate trade signals with structured reasoning connecting geopolitical cause to market effect.
Risk Management
Position Level
- Dynamic position sizing calibrated to fund equity
- Conviction-weighted allocation framework
- Disciplined entry and exit protocols
Portfolio Level
- Strict exposure limits across the portfolio
- Continuous P&L monitoring and loss limits
- Limits scale proportionally as the fund grows
Automated Safeguards
- Multiple layers of automated circuit breakers
- Real-time anomaly detection and response
- Immediate manual override capability
Operational
- Fully automated execution pipeline
- Immutable audit trail of all activity
- 24/7 monitoring with automated alerting
Trading Cycle
Intelligence Ingestion
Our proprietary data pipeline continuously sources and structures geopolitical intelligence, classifying events by impact, region, and relevance to active markets.
Analysis & Matching
Our AI decision layer analyzes each intelligence signal, determines which markets are affected, assesses directional impact, and produces a calibrated confidence score.
Signal Generation
Trade signals are generated when our models identify sufficient edge between the market price and our assessed fair value. Every signal is validated against the risk framework before proceeding.
Execution
Approved signals are executed automatically with position sizing determined by conviction level and current portfolio state. The system optimizes for execution quality.
Monitoring & Adaptation
Continuous monitoring tracks all positions and evaluates risk in real time. The system adapts dynamically to changing market conditions and scales with fund growth.
Research Philosophy
Intelligence-First
Every trade starts with a real-world intelligence signal — not a pattern mined from historical data. We trade because we know something the market hasn't priced in yet, not because a backtest said so.
Calibration Over Conviction
We care more about being well-calibrated than being bold. A model that says 60% and is right 60% of the time is far more valuable than one that says 90% and is right 70% of the time. Our sizing depends on honest confidence.
Compounding Small Edges
We don't swing for home runs. Statistical arbitrage works by making hundreds of small, positive-expected-value bets where the law of large numbers compounds our edge into consistent returns over time.