Cognitive Scaffold

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MENTAL MODEL · M4866

Data is the New Oil

Data is the New Oil
BusinessHigh supportEconomics
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Updated 2026-08-10

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INTRODUCTION

English translation pending.

CORE DEFINITION

Popularized around and widely attributed to the entrepreneur Clive Humby, the metaphor holds that data is a strategic resource analogous to oil: it must be extracted, refined, and applied before it produces value, and control over it confers power. The analogy highlights that raw data has little value on its own, and that firms able to process it at scale gain a durable advantage. Key qualification: unlike oil, data is non-rival, reusable, and generated by the same activity that consumes it, so the metaphor breaks down in important ways.

SCAFFOLDING EFFECT

psychology

Reduce cognitive load

- Treat as asset: build the pipeline from collection through cleaning to application. - Locate the refinery: ask which algorithms and processes turn your raw data into value. - Check the concentration: ask who else holds the data you depend on.

anchor

Anchor fast decisions

Raw data is abundant but nearly worthless until it is cleaned, joined, and applied to a decision, so value accrues to whoever operates the refining capability. Because that capability improves with scale, early holders compound their advantage and can restrict rivals' access. The power in the analogy therefore sits with processing capacity rather than with the raw material.

MINIMUM ACTION

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Source support: Explicit

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    en.wikipedia.orghttps://en.wikipedia.org/wiki/Clive_HumbyZH · Explicit
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