Document Type: Framework
Status: Active
Authority: HeadOffice
Applies To: All Brains (Affiliate, Research, Data, Experimentation, Finance, Ads, Conversion)
Parent: HeadOffice
Version: v1.0
Last Reviewed: 2026-04-25
Purpose
The MWMS KIA Decision Framework defines the mandatory decision logic used across all MWMS systems.
It ensures that:
- all data collection has purpose
- all analysis leads to action
- all decisions are pre-structured
- all outputs are operational
Without KIA, MWMS risks:
- collecting unnecessary data
- producing non-actionable insights
- making reactive decisions
- creating disconnected systems
Core Principle
All measurement and decision processes must follow:
Question → Information → Action
No system, Brain, or process may bypass this structure.
Framework Structure
1. Question
Definition
The Question defines:
- what must be understood
- what decision is required
- what outcome is being evaluated
Requirements
A valid Question must:
- be specific
- be measurable
- relate to a result AND how that result is achieved
- connect to a decision
Examples
- Which traffic source generates the highest converting leads?
- What step in the funnel is causing the highest drop-off?
- Which offer produces the highest revenue per user?
Rules
- vague questions are not allowed
- curiosity without direction is invalid
- every question must lead to a potential action
2. Information
Definition
Information defines the data required to answer the Question.
This includes:
- metrics
- events
- dimensions
- data sources
Requirements
Information must:
- directly support the Question
- be measurable and trackable
- be collectable within system capability
- align with Data Brain standards
Examples
- traffic source (UTM data)
- conversion rate per step
- product views
- purchase events
- time to conversion
Rules
- do not collect data without a defined question
- avoid unnecessary tracking
- prioritize clarity over volume
- ensure data integrity before use
3. Action
Definition
Action defines what will happen based on the answer to the Question.
This is the most critical stage.
Requirements
Actions must be defined:
- before data is collected
- before reports are built
- before experiments are run
Actions must include:
- positive scenario (if result is strong)
- neutral scenario (if result is average)
- negative scenario (if result is weak)
Examples
- If conversion rate > 5% → scale traffic
- If conversion rate between 2–5% → optimize funnel
- If conversion rate < 2% → kill or redesign offer
Rules
- no analysis without predefined action
- no reporting without decision path
- no testing without outcome logic
KIA Workflow
The standard workflow is:
- Define Question
- Identify required Information
- Define Action paths
- Build tracking system
- Collect data
- Generate report
- Execute Action
Integration Across MWMS Brains
Affiliate Brain
Uses KIA to:
- evaluate offers
- define testing criteria
- determine scale or kill decisions
Research Brain
Uses KIA to:
- guide research focus
- filter irrelevant data
- structure signal collection
Data Brain
Uses KIA to:
- design tracking systems
- define event requirements
- structure measurement logic
Experimentation Brain
Uses KIA to:
- build hypotheses
- define expected outcomes
- determine test decisions
Finance Brain
Uses KIA to:
- evaluate risk
- validate scaling decisions
- approve budget allocation
HeadOffice Brain
Uses KIA to:
- enforce system-wide decision standards
- ensure all outputs lead to action
- maintain system integrity
KIA Enforcement Rules
- every task must begin with a Question
- every dataset must map to a Question
- every report must answer a Question
- every answer must trigger an Action
- no system output is valid without all three components
Failure Conditions
The system is considered broken if:
- data exists without a defined question
- reports exist without clear actions
- decisions are made without data
- tracking is implemented without purpose
System Benefits
When KIA is applied correctly, MWMS achieves:
- faster decision-making
- reduced wasted testing
- clearer data interpretation
- stronger cross-brain coordination
- consistent operational logic
Relationship to Measurement Matrix
KIA operates within the Planning pillar of the Measurement Matrix but influences all pillars.
- Planning → defines KIA
- Building → collects Information
- Reporting → answers Question
- Forecasting → supports Action logic
- Optimizing → executes Action
Outcome
KIA ensures that MWMS operates as:
- a decision-driven system
- not a data-driven system alone
Data supports decisions.
Decisions drive growth.