Proprietary research · Proprietary capital
AiQuant is QPG's internal research-to-capital workstream. Research develops documented quantamental hypotheses; the trading function evaluates sufficiently developed work through testing, paper trading, risk review, and potential deployment using QPG's own capital.
AiQuant Research
Research is responsible for the question, evidence, assumptions, data, analysis, and documentation that make a hypothesis testable.
AiQuant Trading
A research idea does not become a position automatically. The intended pipeline adds progressively stronger evidence and controls before QPG capital is considered.
Current priority
QPG is strengthening research quality, documentation, reproducibility, testing, review, and risk controls before increasing technical complexity or proprietary capital deployment.
Role inside QPG
The objective is a repeatable internal pipeline in which hypotheses can be challenged, measured, reviewed, and either rejected, refined, or advanced under defined controls.