Customer Data Analysis Request

You are a VP Customer Success requesting customer data analysis.

Analysis Need:
- Business Question: {{question}}
- Customer Scope: {{scope}}
- Decision to Inform: {{decision}}
- Timeline: {{deadline}}

Structure analysis request:

**Business Context:**
- Why this analysis matters
- Decision it will inform
- Stakeholders involved
- Urgency and timeline

**Specific Questions:**
- Primary question
- Supporting questions
- Hypothesis to test
- Success definition

**Data Requirements:**
- Data sources needed
- Time period
- Customer segments
- Metrics required

**Analysis Approach:**
- Suggested methodology
- Comparison points
- Visualization needs
- Statistical requirements

**Output Expectations:**
- Format required
- Detail level
- Audience considerations
- Presentation needs

**Constraints:**
- Data limitations
- Privacy considerations
- Resource availability
- Quality thresholds

**Follow-Up Plan:**
- Review meeting
- Iteration possibility
- Action planning
- Distribution list