Document Type: Framework
Status: Active
Version: v1.1
Authority: HeadOffice
Parent: HeadOffice
Applies To: Affiliate Brain, Research Brain, Data Brain, Experimentation Brain, Finance Brain, Ads Brain, Conversion Brain
Last Reviewed: 2026-04-25
Purpose
The MWMS Opportunity System Flow defines how opportunities move through MWMS from discovery to decision, testing, financial control, learning capture, and system feedback.
This framework ensures that every opportunity is processed through a governed pathway before money, traffic, or resources are committed.
Core Principle
No opportunity moves forward without:
• structured intake
• clear evaluation
• measurement planning
• forecasted expectations
• controlled testing
• action driven reporting
• finance validation
• learning capture
The system must not move from excitement to execution.
It must move from:
Opportunity → Evidence → Forecast → Test → Result → Decision → Learning
System Flow
The MWMS Opportunity System Flow operates as:
Opportunity Intake
→ Offer Evaluation
→ Measurement Planning
→ Test Forecasting
→ Testing Handoff
→ Test Execution
→ Action Driven Reporting
→ Forecast Comparison
→ Capital Control
→ Learning Capture
→ System Feedback
Stage 1 — Opportunity Intake
Owner
Affiliate Brain
Purpose
Capture a new opportunity in a structured format.
Required Inputs
• product name
• product link
• vendor name
• affiliate platform
• discovery source
• market notes
• competitor signals
• ad visibility
• initial fit assessment
• exclusion flags
Output
Opportunity Intake Record
Stage 2 — Offer Evaluation
Owner
Affiliate Brain
Purpose
Assess whether the opportunity deserves further research, testing, or rejection.
Required Evaluation Areas
• offer quality
• audience fit
• market pressure
• traffic viability
• funnel quality
• compliance risk
• payout and economics
• competitive landscape
• conversion potential
Output
Offer Evaluation Verdict:
• Reject
• Hold
• Research Further
• Prepare For Test
Stage 3 — Measurement Planning
Owner
Data Brain
Purpose
Define what must be measured before the opportunity is tested.
This stage uses the MWMS KIA Decision Framework.
Required Logic
Question
What must MWMS learn from this opportunity?
Information
What data is required to answer that question?
Action
What decision will be made based on the result?
Output
Measurement Plan
No test may proceed without this stage.
Stage 4 — Test Forecasting
Owner
Experimentation Brain
Purpose
Define expected performance before traffic is sent.
Required Forecasts
• expected click through rate
• expected landing page behaviour
• expected conversion rate
• expected cost per lead or sale
• expected payback window
• acceptable failure range
• scale readiness range
Output
Test Forecast
No optimization or scale decision is valid without a forecast.
Stage 5 — Testing Handoff
Owner
Affiliate Brain and Experimentation Brain
Purpose
Convert an approved opportunity into a test candidate.
Required Handoff Data
• offer evaluation verdict
• measurement plan
• forecast expectations
• test hypothesis
• traffic source
• budget guardrail
• creative or angle direction
• risk notes
Output
Test Candidate Record
Stage 6 — Test Execution
Owner
Ads Brain and Experimentation Brain
Purpose
Run the approved test under controlled conditions.
Rules
• test must follow approved scope
• budget must stay within guardrail
• tracking must be active before launch
• no mid-test emotional decisions
• no scaling before result classification
Output
Test Result Dataset
Stage 7 — Action Driven Reporting
Owner
Data Brain
Purpose
Turn test data into a clear decision story.
Report Must Show
• what happened
• why it happened
• what should happen next
Required Report Layers
Result Layer
Final outcome.
Cause Layer
How the result happened.
Action Layer
Recommended next decision.
Output
Action Driven Test Report
Stage 8 — Forecast Comparison
Owner
Experimentation Brain
Purpose
Compare actual performance against the original forecast.
Classification
Above Forecast
Potential scale candidate.
Within Forecast
Stable but may need further optimization.
Below Forecast
Requires diagnosis, repair, or rejection.
Output
Forecast Variance Classification
Stage 9 — Capital Control
Owner
Finance Brain
Purpose
Control spend, risk, and scaling decisions.
Finance Brain Reviews
• actual spend
• cost per result
• forecast variance
• risk level
• payback potential
• budget exposure
• scale readiness
Decision Options
• Reject
• Pause
• Retest
• Optimize
• Controlled Scale
• Escalate To HeadOffice
Output
Capital Decision
Stage 10 — Learning Capture
Owner
Research Brain
Purpose
Capture reusable lessons from the opportunity.
Learning Captured
• market signals
• offer signals
• funnel signals
• audience signals
• traffic signals
• creative signals
• risk signals
• failed assumptions
• validated patterns
Output
Research Signal Record
Stage 11 — System Feedback
Owner
HeadOffice
Purpose
Feed learning back into MWMS so future decisions improve.
Feedback Updates May Affect
• Affiliate Brain evaluation logic
• Research Brain signal library
• Experimentation Brain test rules
• Finance Brain risk thresholds
• Ads Brain traffic playbooks
• Conversion Brain funnel standards
• Data Brain measurement rules
Output
System Improvement Update
Cross Brain Ownership Map
Affiliate Brain
Owns:
• opportunity intake
• offer evaluation
• test readiness recommendation
Data Brain
Owns:
• measurement planning
• tracking readiness
• reporting quality
• data trust
Experimentation Brain
Owns:
• hypothesis logic
• test forecasting
• result classification
• forecast variance analysis
Ads Brain
Owns:
• traffic execution
• campaign deployment
• creative performance signals
Conversion Brain
Owns:
• funnel behaviour interpretation
• conversion improvement recommendations
Finance Brain
Owns:
• spend control
• scaling approval
• risk management
Research Brain
Owns:
• learning capture
• signal formation
• reusable intelligence
HeadOffice
Owns:
• oversight
• cross brain alignment
• escalation
• system integrity
Enforcement Rules
• no opportunity proceeds without intake
• no test proceeds without evaluation
• no tracking proceeds without measurement planning
• no test proceeds without forecast
• no report is valid unless action driven
• no scaling occurs without Finance Brain approval
• no completed test closes without learning capture
• no system improvement occurs without HeadOffice oversight
Failure Conditions
The Opportunity System Flow is broken if:
• opportunities are tested without structured intake
• offers move forward without evaluation
• tracking is added without a measurement plan
• tests run without forecasts
• reports show data but no action
• finance decisions ignore forecast variance
• learning is not captured after test completion
• HeadOffice cannot see the full decision trail
System Output
A completed opportunity cycle must produce:
• Opportunity Intake Record
• Offer Evaluation Verdict
• Measurement Plan
• Test Forecast
• Test Candidate Record
• Test Result Dataset
• Action Driven Test Report
• Forecast Variance Classification
• Capital Decision
• Research Signal Record
• System Feedback Update
Relationship To Measurement Matrix
This flow operationalises the MWMS Measurement Matrix:
Planning
→ Measurement Planning and KIA
Building
→ Tracking and test setup
Reporting
→ Action Driven Reporting
Forecasting
→ Test Forecasting and forecast comparison
Optimizing
→ Finance decision, funnel improvement, and system feedback
Outcome
When applied correctly, the MWMS Opportunity System Flow ensures MWMS can:
• identify opportunities cleanly
• avoid random testing
• reduce wasted spend
• improve test quality
• make better scaling decisions
• capture reusable learning
• compound intelligence over time
Change Log
Version: v1.1
Date: 2026-04-25
Author: HeadOffice
Change
Updated Opportunity System Flow to include:
• Measurement Planning
• KIA Decision Framework
• Test Forecasting
• Action Driven Reporting
• Forecast Comparison
• Finance Brain capital control
• Research Brain learning capture
• HeadOffice system feedback
Pages Updated
MWMS Opportunity System Flow
Pages Created
None
Registries Requiring Update
MWMS Architecture Registry
HeadOffice Page Registry if used