Edge in systematic investing is rarely a single insight. It is the compounding of small structural advantages that competitors cannot easily replicate.
Vayo is small enough to deploy capacity-constrained strategies that large funds structurally cannot enter. Many of the more interesting effects in the literature decay sharply with assets under management; staying right-sized is a deliberate design choice, not a stage to grow out of.
Vayo participates actively in professional-grade distributed strategy-development networks — communities of working and former fund managers and quantitative researchers. The throughput of evaluated candidates is well beyond what a solo manager could generate, while the bar for inclusion remains conservative.
The principal's background — Stanford GSB, twelve years at Google leading product partnerships across Europe and APAC, and multiple technology operating ventures — broadens both strategy ideation and operational design beyond a pure-quant track. Markets are a systems problem; that framing shapes how the firm is run.
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