Systems Thinking in Capital Markets & Investing
Markets are complex adaptive systems—non-linear, interconnected, and sensitive to small changes. Succeeding requires research and tools, especially AI, to out-execute the rest of the pack. These advantages mean you can lead the transformation instead of waiting for it. Like the caterpillar, we focus on what things will become, not just what they are.
Our Investment Framework
Four interconnected principles guide our research process and portfolio construction.
Fact-based Independent Research
From 2,000 annual reviews, ~20 investments represent 80%+ of capital. High conviction requires deep understanding.
Antifragile Design
Position sizes of 1-9%, diversified exposures, and limited shorts under 10% create resilience to non-linear events.
Pattern Recognition
Four decades in technology and investing enable us to recognize recurring patterns and regime changes that others miss.
Network Effects
Collaboration across disciplines surfaces insights that emerge from connecting disparate information sources.
Stay Informed
Market commentary, investment philosophy, and occasional insights from our research process.
Join our Collaboration
We have a network of qualified and professional investors in our group from family offices, self-directed HNW individuals and small institutions. We invite you to join our group.
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