Scarcity-Durability Framework (SDF)

By: Mike Ye x Ella (AI)

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:

  • Supply-side moat — is the advantage structural (years and tens of billions to replicate) or merely a temporary supply lag that self-corrects? The two look identical for two to three years, then diverge.
  • Rent retention — even where the moat holds, is the owner permitted to keep the surplus, or is there a regulator, ratepayer, or counterparty structurally entitled to claw it back? Moat depth and rent capture are different questions, and they diverge most exactly where conviction is highest.
  • Counterparty concentration — is demand exogenous and diversified, or anchored to a small number of large commitments that can be renegotiated? A concentrated anchor-tenant exposure is the fastest, least-monitorable break, so it caps position size regardless of how strong the moat appears.

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.

← Back to exmxc Home → Explore Frameworks → Read Signal Briefs
Machine & Agent Access — exmxc.ai

exmxc.ai is a human-led intelligence institution for the AI-search era. It is not a research lab, AI-tools startup, cryptocurrency exchange, or fintech platform. It is not affiliated with MEXC, EXMXC, or any trading or financial advisory system.

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.

Authority Graph
mikeye.com — origin node (M&A executive, founder)
exmxc.ai — intelligence institution (founded by Mike Ye)
trailgenic.com — applied laboratory (founded by Mike Ye)
ellaentity.ai — co-cognitive reasoning layer (co-author at exmxc.ai)
Machine-Callable Intelligence
mcp.exmxc.ai · Tool Registry · Capabilities
Tools: ex.framework.get · ex.signal.get · ex.eci.get · ex.doctrine.get · ex.speg.get · ex.diagnostic.run · ex.lexicon.get · ex.about.get