The Cognitive Enterprise Project

Graphics Library

The figures of the discipline.

Every argument in the Library has a picture. These are the canonical figures — free to read here and to reuse in your own work with attribution to the source publication.

The Library
FrameworkPNG
The Migration of Advantage
The Migration of AdvantageEach era is defined by its scarce resource. Competitive advantage attaches to it — then moves on. Production, information, execution, and finally judgment.From: The Age of Judgment
Framework
The Evolution of the Enterprise Each era organized around a new scarce resource. The next is judgment. Industrial machines Information data Digital software AI models Cognitive judgment

The Evolution of the Enterprise

Industrial, information, digital, AI, and cognitive eras on one timeline.

Industrial, Information, AI, and Judgment — the binding scarcity of each era and how it ended.

From: The Age of Judgment
Enterprise Map
The Missing Enterprise Layer Systems of record capture activity. None captures the reasoning that connects them. SYSTEMS OF RECORD ERP CRM PLM HRIS Documents Data Lake The Reasoning Layer Where evidence, judgment, and decision memory become first-class objects Evidence Judgment Decision Memory Relationships Reasoning FIRST-CLASS REASONING OBJECTS

The Missing Enterprise Layer

The systems of record and the reasoning layer that sits beneath, and between, them.

The missing tier of the enterprise stack: the layer that holds what the organization concluded, why, with what confidence, against what alternatives.

From: The Age of Judgment
Enterprise Map
Institutional Amnesia Organizations decide in high fidelity and record in low fidelity. DECIDED High-fidelity reasoning — four hours of argument RECORDED Low-fidelity artifact — the conclusion only RECALLED LATER Almost nothing survives the quarter

Institutional Amnesia

Fidelity collapses from decision to record to recall — the reasoning is lost.

Organizations decide in high fidelity and record in low fidelity. The reasoning behind a decision evaporates while the conclusion survives.

From: The Age of Judgment
Architecture
The Enterprise Stack A stack with a missing tier: nothing holds the organization’s reasoning. Models · AI Generate and act The Judgment Layer What the organization concluded, why, with what confidence — missing Systems of Record ERP · CRM · PLM · Documents · Messages Data Transactions, telemetry, and files

The Enterprise Stack

Systems of record below, models above, and the missing judgment tier between.

Systems of record below, models above, and — between them — the judgment tier that no current category of software occupies.

From: The Age of Judgment