Measure ambiguity before it compounds

Entropy Diagnostic

The Entropy Diagnostic helps teams detect ambiguity, assumption overload, signal loss, and decision friction before confusion becomes drift. It turns fuzzy problems into visible structures and actionable next steps.

Diagnostic Purpose
1
Detect ambiguity
2
Expose assumptions
3
Rate decision risk
4
Recommend intervention
Diagnostic Dashboard
Entropy Index
0.28
/ Controlled
Signal Clarity
High
Assumption Load
Moderate
Claim Stability
Strong
Decision Friction
Low

Ambiguity measured before it becomes drift.

What It Measures

Signal Clarity

Is the problem legible, or buried in noise?

Assumption Load

How much depends on unstated premises?

Claim Stability

Which claims are durable, and which are weak?

Decision Friction

Where is confusion slowing action or judgment?

Diagnostic Flow
1

Input Review

2

Pattern Detection

3

Scoring & Notes

4

Intervention Plan

From raw ambiguity to disciplined next steps.

Typical Outputs

Entropy Scorecard

A comprehensive view of ambiguity and risk across key dimensions.

Risk Notes

Concise notes on vulnerabilities and decision risks.

Clarifying Questions

Targeted questions that surface hidden gaps and assumptions.

Recommended Interventions

Practical actions to reduce entropy and improve decision quality.

Want to run a diagnostic on a live problem?

Use the Entropy Diagnostic when a decision feels murky, contested, or harder than it should be.