Document Type: Framework
Status: Active
Version: v1.1
Authority: MWMS HeadOffice
Applies To: Experimentation Brain, Affiliate Brain, Finance Brain
Parent: Experimentation Brain
Last Reviewed: 2026-04-09
Purpose
This page defines how interpreted experimental signals translate into structured decision-readiness outputs.
Decision progression logic ensures Experimentation Brain produces consistent, interpretable guidance for progression evaluation without directly controlling capital allocation decisions.
Experimentation Brain does not approve scaling or capital exposure.
Experimentation Brain produces structured decision-readiness signals used by Affiliate Brain, Finance Brain, and HeadOffice.
Core Principle
Signals inform confidence.
Confidence informs decision-readiness posture.
Decision-readiness posture informs progression evaluation.
Decision authority remains external to Experimentation Brain.
Role in System Structure
Test Lifecycle Model
defines how experiments develop.
Signal Strength Classification
defines observed signal quality.
Confidence Progression Model
defines when confidence may change.
Decision Progression Logic
defines how interpreted signals translate into structured decision-readiness posture.
Decision progression logic sits between interpretation discipline and progression authority.
Decision Progression Structure
Step 1 — Signal Observation
Behavioural indicators observed during structured testing.
Examples:
click behaviour
engagement behaviour
conversion behaviour
audience interaction patterns
response consistency
Step 2 — Interpretation Context
Signals are interpreted within experimental structure.
Interpretation considers:
signal strength
signal stability
signal clarity
variable isolation quality
noise level
hypothesis alignment
Interpretation discipline follows:
Experimentation Brain Test Interpretation Discipline
Step 3 — Signal Classification
Observed signals are classified using:
Experimentation Signal Strength Classification
Signal classification defines relative signal strength.
Step 4 — Confidence Position
Confidence posture adjusts according to:
Experimentation Brain Signal Confidence Framework
Confidence movement logic governed by:
Experimentation Confidence Progression Model
Confidence posture reflects interpretability quality, not optimism.
Step 5 — Learning Quality Assessment
Learning value evaluated using:
Experimentation Learning Value Thresholds
Learning value determines whether experiment progression produces useful decision support.
Step 6 — Decision-Readiness Posture
Experimentation Brain outputs structured decision-readiness posture.
Decision-readiness posture may indicate:
hold current testing structure
refine test design
continue structured testing
request additional confirmation
signal potential progression suitability
signal regression risk
signal interpretation instability
Decision-readiness posture is advisory, not executive.
Step 7 — External Decision Interface
Decision-readiness posture is consumed by:
Affiliate Brain progression evaluation
Finance Brain exposure discipline
HeadOffice oversight logic
External systems determine:
allocation band progression
velocity changes
scaling eligibility
capital exposure changes
Decision Discipline Rules
Decision-readiness posture must remain interpretable.
Decision-readiness posture must reflect evidence quality.
Decision-readiness posture must not exceed confidence strength.
Decision-readiness posture must remain explainable across review cycles.
Decision-readiness posture must not imply automatic scaling authority.
Decision Stability Conditions
Decision-readiness posture should remain stable when:
signals fluctuate temporarily
interpretation clarity remains incomplete
evidence maturity is still forming
Decision Regression Signals
Decision-readiness posture may move toward caution when:
signal stability decreases
confidence weakens
evidence contradicts prior interpretation
learning clarity reduces
volatility increases
Relationship to Other Pages
Experimentation Brain Test Lifecycle Model
defines structured development of experiments.
Experimentation Signal Strength Classification
defines signal strength levels.
Experimentation Brain Signal Confidence Framework
defines confidence stage meaning.
Experimentation Confidence Progression Model
defines confidence movement logic.
Experimentation Learning Value Thresholds
defines learning usefulness.
Experimentation Financial Signal Sensitivity
ensures interpretation remains economically realistic.
Affiliate Brain Stage Progression Protocol
governs operational stage advancement authority.
Architectural Role
Decision Progression Logic converts interpreted signal intelligence into structured decision-readiness posture.
This page protects MWMS from:
premature scaling pressure
confidence overreach
inconsistent decision interpretation
signal miscommunication between brains
Future Expansion
Future versions may include:
decision-readiness scoring models
decision dashboards
progression readiness indicators
confidence-decision mapping models
automated decision posture classification
Change Log
Version: v1.1
Date: 2026-04-09
Author: MWMS HeadOffice
Change:
Clarified Decision Progression Logic as decision-readiness translation layer.
Removed overlap with Test Lifecycle Model and Signal Confidence Framework.
Strengthened separation between interpretation logic and progression authority.
END – EXPERIMENTATION DECISION PROGRESSION LOGIC