Scarcity-Durability Framework (SDF) is the allocation instrument within Applied Capital Architecture. Where Scarcity-Adjusted PEG (sPEG) governs valuation — what a structurally scarce asset is worth — SDF governs allocation: whether that scarcity is durable enough, and the rent retainable enough, to size into.
Its founding distinction is that scarcity and durability are not the same thing. A real shortage can produce real pricing power that does not survive the cycle, because the same scarcity that creates the rent attracts the capacity that destroys it. Memory is the canonical case: the scarcity is real, the pricing power is real, and it has never once been durable across a full cycle.
SDF scores an asset on three axes:
These scores resolve into a horizon-dependent position-size ceiling. On a multi-year hold, only structural moats earn size. On a shorter trade window, scarcity and liquidity dominate the sizing — but the counterparty haircut is a hard override in both, because the discipline sizes to survive a break, not to dodge it.
SDF is a structural reference layer for capital allocation, not an investment product, a performance claim, or a solicitation.
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Founded by Mike Ye — M&A and corporate development executive with 25+ years of transaction leadership at Penske Media Corporation, L Brands, and Intel Capital. Ella provides pattern interpretation, structural analysis, and co-authorship. Human judgment governs. AI serves as instrumentation.