Cross-Functional Data Request Scope

Scope the data request: {{request_description}}

Provide:
1. Clarifying questions:
   - What is the business decision this data informs?
   - What is the time sensitivity?
   - Who are the end users?

2. Data specifications:
   - Which tables / events needed?
   - Required dimensions (filters, breakdowns)?
   - Time range and grain (daily, hourly, etc.)?
   - Update frequency needed?

3. Technical approach:
   - Option A: Query existing data (effort: low)
   - Option B: Transform / aggregate existing data (effort: medium)
   - Option C: Instrument new events (effort: high, timeline: 2+ weeks)
   - Recommend which option fits constraints

4. Effort estimate:
   - Hours for data work
   - Dependencies (eng, PM sign-off?)
   - Delivery date

5. Trade-offs:
   - Would a dashboard MVP vs one-time report work?
   - What can we deprioritize?

Format as scoping document or email.