Document Type: Protocol
Status: Active
Version: v2.0
Authority: HeadOffice
Applies To: Affiliate Brain, Experimentation Brain, Finance Brain, Research Brain, Data Brain, Ads Brain, Conversion Brain, mwmsbrain.site operations
Parent: HeadOffice Brain
Last Reviewed: 2026-04-25
Purpose
This protocol defines the operational execution flow of the MWMS Opportunity System.
Its purpose is to:
• enforce a consistent system workflow
• ensure all opportunities move through MWMS correctly
• prevent structural drift in execution
• align all Brains to a single operating model
• ensure decisions, testing, capital, and learning remain connected
• ensure all execution is measurement-driven and forecast-controlled
This is the active operating system layer for MWMS opportunity execution.
Scope
This protocol applies to:
• all opportunity intake
• all opportunity evaluation
• all measurement planning
• all test forecasting
• all test creation and execution
• all test result interpretation
• all capital allocation decisions
• all learning capture
• all cross-brain system flow
It governs how MWMS operates in real use.
It does not define:
• page naming rules
• document structure rules
• individual Brain internal frameworks
• plugin implementation
Core Principle
All opportunities must move through a structured system flow.
No opportunity may bypass any stage.
No stage may operate in isolation.
The system must function as a continuous loop.
All decisions must follow:
Question → Information → Action (KIA)
All execution must be:
Forecast → Test → Compare → Decide
MWMS Opportunity System Flow
Opportunity Intake
→ Offer Evaluation
→ Measurement Planning
→ Test Forecasting
→ Testing Handoff
→ Test Execution
→ Action Driven Reporting
→ Forecast Comparison
→ Capital Control
→ Learning Capture
→ System Feedback
This flow is mandatory.
Stage Definitions
1. Opportunity Intake
Owned by: Affiliate Brain
Responsibilities
• capture opportunity data
• ensure structured input
• filter obvious exclusions
Output
• valid opportunity record
2. Offer Evaluation
Owned by: Affiliate Brain
Responsibilities
• assess viability
• apply scoring and evaluation frameworks
• determine test readiness
Output
• decision to reject or proceed
3. Measurement Planning
Owned by: Data Brain
Responsibilities
• define what must be measured
• define tracking requirements
• define decision logic
Required Structure
• Question — what must be learned
• Information — what data is required
• Action — what decision will be made
Output
• structured measurement plan
Rule
No measurement plan → no test
4. Test Forecasting
Owned by: Experimentation Brain
Responsibilities
• define expected performance
• set acceptable ranges
• define success and failure thresholds
Output
• test forecast
Rule
No forecast → no test
No expectation → no valid optimization
5. Testing Handoff
Owned by: Affiliate Brain → Experimentation Brain
Responsibilities
• convert opportunity into test candidate
• define test parameters
• ensure readiness
Output
• structured test candidate
6. Test Execution
Owned by: Experimentation Brain (with Ads Brain support)
Responsibilities
• run controlled experiments
• maintain test discipline
• ensure valid data collection
Output
• test data
Rules
• no mid-test structural changes
• no uncontrolled budget expansion
• tracking must be validated before launch
7. Action Driven Reporting
Owned by: Data Brain
Responsibilities
• transform data into decision-ready output
Report Must Show
• result (what happened)
• cause (why it happened)
• action (what should be done)
Output
• action driven report
Rule
Reports that do not lead to action are invalid
8. Forecast Comparison
Owned by: Experimentation Brain
Responsibilities
• compare actual vs expected performance
• classify variance
Output
• Above Forecast
• Within Range
• Below Forecast
Rule
All decisions must be based on forecast comparison
9. Capital Control
Owned by: Finance Brain
Responsibilities
• control budget
• enforce spend limits
• approve scaling
• contain losses
Output
• approved or blocked capital movement
Decision Options
• Reject
• Pause
• Retest
• Optimize
• Controlled Scale
• Escalate
10. Learning Capture
Owned by: Research Brain
Responsibilities
• capture insights
• classify signals
• store learning
• identify patterns
Output
• structured signal intelligence
Rule
No test may close without learning capture
11. System Feedback
Owned by: All Brains (HeadOffice oversight)
Responsibilities
• feed learning back into system
• improve future decisions
• refine evaluation, testing, and forecasting
Output
• improved system performance
System Ownership Map
Affiliate Brain
→ Intake and Evaluation
Data Brain
→ Measurement Planning and Reporting
Experimentation Brain
→ Forecasting, Testing, and Result Classification
Finance Brain
→ Capital Control
Research Brain
→ Learning and Signal Capture
HeadOffice
→ System Oversight and Control
Mandatory System Rules
Flow Integrity Rule
No opportunity may:
• skip stages
• jump directly to testing
• bypass measurement planning
• bypass forecasting
• bypass finance control
• bypass learning capture
Stage Completion Rule
Each stage must produce:
• defined output
• structured data
• valid transition to next stage
Measurement Rule
No tracking without:
• defined question
• defined data
• defined action
Forecast Rule
No test may run without:
• defined expectation
• defined acceptable range
Reporting Rule
No report is valid unless it:
• explains result
• explains cause
• leads to action
Controlled Loss Rule
All losses must be:
• bounded
• intentional
• interpretable
Uncontrolled loss is not acceptable
Scaling Rule
Scaling may only occur when:
• test results are validated
• forecast expectations are met or exceeded
• finance approval is granted
Learning Rule
Every test must produce:
• structured learning
• classified signals
System Surfaces (Operational Components)
The MWMS Opportunity System is implemented through:
Intake Layer
Affiliate Brain Opportunity Intake Workflow
Affiliate Brain Intake Screen Specification
Evaluation Layer
Affiliate Brain Offer Intelligence Screen Specification
Measurement Layer (NEW)
Data Brain Measurement Planning Framework
Forecast Layer (NEW)
Experimentation Brain Forecast Based Optimization Framework
Testing Layer
Affiliate Brain To Experimentation Brain Handoff Specification
Experimentation Brain Test Candidate Screen Specification
Result And Decision Layer
Experimentation Brain Test Result And Decision Workflow
Reporting Layer (NEW)
HeadOffice Action Driven Reporting Standard
Capital Control Layer
Finance Brain Test Budget And Capital Control Specification
Learning Layer
Research Brain Test Learning And Signal Capture Framework
Oversight Layer
HeadOffice Cross Brain Performance And Control Dashboard Specification
Governance Role
This protocol ensures:
• all Brains operate in alignment
• execution remains structured
• decision-making is measurement-driven
• capital is protected
• learning compounds over time
• system intelligence improves
Relationship To Other MWMS Pages
This protocol operates alongside:
• MWMS Architecture Registry
• MWMS Opportunity System Build Order
• MWMS Opportunity System Implementation Brief For M
• MWMS Opportunity Intake Phase One Acceptance Checklist
• MWMS Opportunity Intake Phase One Developer Build Pack
Drift Protection
The system must prevent:
• opportunities bypassing system flow
• testing without forecasts
• data without purpose
• reporting without action
• isolated Brain operation
• disconnected decision-making
• uncontrolled testing
• missing learning capture
• capital mismanagement
Architectural Intent
This protocol transforms MWMS from:
a structured architecture
→
a governed execution system
It ensures:
• consistent execution
• controlled testing
• forecast-driven decisions
• disciplined scaling
• continuous learning
This is the operational core of MWMS.
Change Log
Version: v2.0
Date: 2026-04-25
Author: HeadOffice
Change
Upgraded protocol to include:
• Measurement Planning (KIA)
• Forecast Based Testing
• Action Driven Reporting
• Forecast Comparison Layer
• Measurement Driven Decision Logic
Pages Updated
MWMS Opportunity System Operating Protocol
Pages Created
None
Registries Requiring Update
None