THE FRAMEWORK

GPI IS A MAP.
NOT A REPORT CARD.

A high score isn't a failure. A low score isn't a win. GPI tells you what kind of organism you are and whether the terrain you're in rewards that.

Machines get optimized. Organisms get understood.

THE GPI SCALE

THREE METABOLIC STATES

1510
Fast. Adaptive.In transition.Hierarchy-routed.
1-3
FIELD STATE

Energy flows freely. Decisions happen at the edge. The org learns faster than it plans.

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4-6
TRANSITIONING

Mixed metabolism. Some energy flows, some gets trapped. The window where intervention changes things.

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7-10
PARTICLE STATE

Hierarchy routes everything. Energy gets trapped at approval layers. Can be optimal in Swamps. Lethal in Grasslands.

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CONTEXT CHANGES EVERYTHING

SAME SCORE. DIFFERENT PHYSICS.

A GPI of 5.0 in tech is a death sentence. A GPI of 5.0 in utilities might be optimal. The terrain sets the tolerance threshold.

GRASSLANDS
Speed is oxygen.Tech, AI, fast fashion
≤4.0
JUNGLES
Complexity hides inefficiency.Healthcare, pharma, retail
≤5.5
HIGHLANDS
Altitude is the moat.TSMC, Costco, luxury
≤6.5
SWAMPS
Movement accelerates sinking.Utilities, Oracle, SAP
≤7.0
RIVERS
The terrain itself is moving.EV, AI infrastructure
Trajectory
DESERTS
Resources extracted faster than regeneration.Print media, coal, late retail
Autopsy
SPECIES TYPE

SAME TERRAIN. DIFFERENT SPECIES.

Two orgs in the same market with the same GPI score can have opposite outcomes. One is built for volume and scale. The other is built for moat and permanence.

r-STRATEGY

Volume over quality. Thin margins, massive scale, rapid replacement. Dandelions. Bacteria. Walmart.

McDonald's, Shein, Amazon retail, fast fashion

K-STRATEGY

Quality over volume. Fat margins, deliberate scarcity, generational durability. Redwood trees. Whales. Hermès.

Ferrari, TSMC, Berkshire, Costco, luxury goods

Blockbuster was K-strategy in a terrain that switched to r-strategy overnight. Quibi spent $1.75B as K-strategy in TikTok's r-terrain. WeWork thought they were building Highland moats in commodity Grasslands.

Wrong species for the terrain. GPI doesn't save you from that.

32 QUESTIONS. NOT A GRADE. A READ.

KNOW YOUR SCORE.

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