The work behind FlowHunter reflects experience in markets, system design, algorithmic trading, and risk control. Capital is committed. Decisions are documented. Assumptions are revisited. Outcomes are reviewed. Confidence comes from preparation and exposure, not assertion. Background information regarding principals is provided privately where appropriate.

The system is organized around three functional stages:

Model

Market data is processed continuously to generate probabilistic estimates of future price behavior across defined time horizons.

Constrain

Model outputs are acted upon only within predefined limits governing position size, exposure, holding period, and aggregate risk. Sequencing matters, and each step is designed to support the next.

Execute

Trades are executed systematically according to those constraints, with continuous monitoring and post-trade review.

Specific implementation details are provided only through confidential materials to qualified parties.

RESEARCH AND TECHNOLOGY

Systems That Enforce Consistency

The platform supports:

• data ingestion and validation
• model development and evaluation
• decision-rule enforcement
• execution and monitoring

Technology is used to apply the same logic repeatedly, regardless of market context. The objective is not speed or novelty — it is repeatable behavior under real conditions.

DEFINED LIMITS

FlowHunter is shaped as much by exclusion as inclusion.

The system does not:

• react to headlines
• revise rules mid-execution
• concentrate exposure based on conviction
• escalate risk to recover losses
• rely on unbounded forecasts

Limits are part of the design, not the afterthought.