Core Principles
QPG is built around a set of principles that guide research, technology development, operating decisions, and the allocation of resources across the firm.
Evidence Over Assumption
Decisions should be grounded in available evidence, documented reasoning, and appropriate analysis. Assumptions are made explicit so they can be questioned, refined, and eventually tested where possible.
Process Over Outcome
A favorable outcome does not necessarily indicate a good decision, just as an unfavorable outcome does not necessarily indicate a bad one. QPG emphasizes the quality, consistency, and documentation of the process behind decisions.
Discipline Over Speed
New capabilities are developed deliberately. QPG prioritizes understanding, testing, and repeatability before committing greater resources or introducing unnecessary scale.
Clarity Over Complexity
Complexity should serve a purpose. QPG favors systems, research, and explanations that remain understandable, observable, and useful, introducing additional complexity only when it improves the underlying work.
Long-Term Orientation
QPG is built with a long-term horizon. Decisions are evaluated not only by their immediate result, but by whether they build knowledge, technical capability, operating experience, or financial resilience that can compound over time.
Alignment of Incentives
QPG seeks to keep decision-makers accountable to the consequences of their decisions. Investment-related research and any resulting investment activity are developed for QPG's own internal capital rather than third-party client capital.
Application Over Abstraction
Research and theory are most valuable when they can inform real decisions. QPG uses its research, software projects, and operating activities as opportunities to translate ideas into practical systems, observe results, and improve the next iteration.