The Cognitive Enterprise Project

The Discipline

Organizational Reasoning

Organizations have spent decades learning to manage information. Organizational Reasoning is the discipline of the next step: turning that information into judgment the whole organization can trust and improve.

The Ladder

Beyond information

Most enterprise technology stops at information. Reasoning is the level above it — and where durable advantage now lives.

  1. 01

    Data

    Raw facts and signals. Necessary, but inert on their own.

  2. 02

    Information

    Data organized and given structure — the level most enterprises have mastered.

  3. 03

    Knowledge

    Information connected across relationships into a model of a domain.

  4. 04

    Reasoning

    Knowledge put to work to explain, decide, and act — the level the Cognitive Enterprise operates at.

The Ideas

Six ideas that make an organization think

Together, these turn a collection of data, tools, and people into an organization with reasoning as a capability.

A discipline needs evidence.

Organizational Reasoning is grounded in a body of work — papers, a controlled vocabulary, a constitution of principles, and an atlas of how the concepts connect.

Reasoning needs an engine.

To make reasoning a repeatable capability, an organization needs shared infrastructure. That infrastructure is ORE.

See the engine