Introduction
The trade-off we're examining today is whether Starburst should prioritize expanding its Starburst Enterprise platform features or focus on improving the performance of existing functionalities. This decision is crucial for Starburst's product strategy and market positioning. I'll analyze this trade-off by considering various factors including business context, user impact, technical feasibility, and resource allocation.
I'd like to start by asking a few clarifying questions to ensure we're aligned on the key aspects of this trade-off. Then, I'll walk you through my analysis framework, covering product understanding, hypothesis formation, metrics identification, experiment design, and ultimately, a recommendation with next steps.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Helps prioritize which aspect (features or performance) is more critical for maintaining market share. Expected answer: We're lagging in certain features but leading in performance. Impact on approach: Would lean towards feature expansion if we're significantly behind competitors.
Why it matters: Ensures the solution addresses the most pressing user needs. Expected answer: Large enterprises prioritize performance, while smaller clients need more features. Impact on approach: Would influence whether we focus on performance improvements or feature expansion.
Why it matters: Determines the feasibility and effort required for each option. Expected answer: Fairly modular, but some legacy components limit flexibility. Impact on approach: Would influence the timeline and resources needed for each option.
Why it matters: Helps align the decision with existing commitments and expectations. Expected answer: Major release planned for Q4 with some feature promises. Impact on approach: Would need to consider how to balance short-term commitments with long-term strategy.
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