Document Type: Framework
Status: Structural
Version: v1.0
Authority: HeadOffice
Applies To: Affiliate Brain
Parent: Affiliate Brain Decision Structure
Last Reviewed: 2026-04-05
Purpose
This document defines how Affiliate Brain interprets signals received from Experimentation Brain.
Its purpose is to ensure:
- consistent interpretation of experiment results
- disciplined hypothesis evaluation
- structured opportunity progression decisions
- prevention of emotional interpretation of results
- prevention of premature scaling signals
- alignment with Finance Brain capital discipline
- alignment with HeadOffice governance standards
- repeatable decision logic across opportunities
Affiliate Brain does not generate statistical validation.
Affiliate Brain interprets validated signals.
Scope
This framework applies to:
- interpretation of experiment results
- opportunity progression decisions
- hypothesis strengthening or rejection decisions
- creative direction iteration decisions
- opportunity viability reassessment
- structured signal translation into business meaning
This framework does not:
- define experiment design
- define statistical methodology
- define capital exposure limits
- define lifecycle governance rules
- override SIT enforcement authority
Those remain governed by Experimentation Brain Canon, Finance Brain Canon, and SIT Brain Canon.
Signal Input Categories
Affiliate Brain receives structured signal outputs from Experimentation Brain.
Signal inputs may include:
- conversion behaviour consistency
- click behaviour consistency
- acquisition cost behaviour
- variance stability
- cohort alignment indicators
- behavioural repeatability indicators
- trend direction stability
- signal confidence classification
Affiliate Brain interprets meaning of signals for opportunity viability.
Signal Interpretation Framework
Weak Signal Interpretation
Meaning:
behavioural response unclear
hypothesis not yet supported
market response inconsistent
variance instability present
Affiliate Action:
continue structured testing
refine hypothesis variables
avoid expansion assumptions
maintain observation posture
Emerging Signal Interpretation
Meaning:
early behavioural alignment appearing
directional response emerging
hypothesis gaining early support
variance reducing
Affiliate Action:
maintain controlled testing
observe repeatability behaviour
refine creative structure
avoid premature scaling assumptions
Validated Signal Interpretation
Meaning:
consistent behavioural response present
hypothesis supported by evidence
conversion behaviour stabilising
variance within acceptable range
Affiliate Action:
evaluate expansion viability
refine opportunity structure
prepare scaling hypothesis
confirm behavioural consistency
Strong Signal Interpretation
Meaning:
consistent performance across test segments
stable behavioural alignment
predictable acquisition behaviour
evidence supports expansion readiness
Affiliate Action:
validate scaling structure readiness
evaluate expansion sequencing
prepare capital progression request
confirm repeatability assumptions
Scaling Signal Interpretation
Meaning:
behaviour stable under increased exposure
performance consistency maintained
acquisition behaviour remains predictable
variance remains controlled
Affiliate Action:
confirm scaling readiness
prepare structured capital request
monitor scaling stability indicators
avoid uncontrolled exposure increases
Interpretation Discipline Rules
Affiliate Brain must not interpret signals using:
intuition alone
isolated data points
emotional bias
urgency bias
capital availability bias
operator preference
single cohort performance spikes
Signals must remain evidence-based.
Interpretation Consistency Requirements
Affiliate Brain must interpret signals consistently across:
offers
traffic sources
creative tests
audience segments
test environments
Consistency protects system reliability.
Lifecycle Interpretation Role
Signal interpretation influences:
hypothesis refinement
creative iteration direction
opportunity progression readiness
scaling readiness preparation
opportunity retirement decisions
Signal interpretation does not determine capital allocation.
Confidence Alignment Requirement
Affiliate Brain interpretation must align with:
Cross Brain Signal Confidence Structure
Affiliate to Finance Decision Bridge Logic
MWMS Decision Flow Map Combined View
Affiliate interpretation must not conflict with statistical classification.
Traceability Requirement
Signal interpretation decisions must record:
associated experiment ID
confidence classification
lifecycle stage
interpretation outcome
progression decision
Traceability protects decision discipline.
Future Expansion
Signal interpretation inputs may later include:
Research Brain behavioural evidence layers
market trend signals
competitive signal comparison
seasonality influence indicators
cross-channel behavioural signals
These must not weaken statistical discipline.
Final Rule
Affiliate Brain interprets signal meaning.
Experimentation Brain validates signal reliability.
Finance Brain governs capital exposure.
HeadOffice ensures decision alignment.
Structured interpretation protects system stability.
Change Log
Version: v1.0
Date: 2026-04-05
Author: MWMS HeadOffice
Change: Initial creation of Affiliate Signal Interpretation Inputs defining how Affiliate Brain interprets Experimentation Brain outputs using structured confidence classification.