Introduction
The key trade-off we're examining is whether Sprinklr should prioritize adding new features or improving existing functionality to boost user retention. This decision is critical for Sprinklr's product strategy and long-term success. I'll analyze this trade-off by exploring user needs, business objectives, and potential impacts on retention. My approach will involve clarifying the context, understanding the product, identifying key metrics, designing experiments, and providing a data-driven recommendation.
Analysis Approach
I'd like to start by asking a few clarifying questions to ensure we're aligned on the context and objectives before diving into the analysis.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Helps quantify the problem and set benchmarks for improvement Expected answer: Retention has dropped 15% in the last quarter Impact on approach: Would focus on quick wins if the drop is recent and severe
Why it matters: Aligns solution with financial implications Expected answer: Each 1% increase in retention translates to $X million in ARR Impact on approach: Would prioritize high-value customer segments if financial impact is significant
Why it matters: Helps target solutions to specific user needs Expected answer: Mid-level managers in large enterprises are churning at higher rates Impact on approach: Would focus on features or improvements relevant to this segment
Why it matters: Informs realistic timelines and resource allocation Expected answer: Existing feature improvements are 30% faster to implement Impact on approach: Might lean towards improving existing features if significantly faster
Why it matters: Determines scope of possible solutions Expected answer: 70% new features, 30% maintenance, with some flexibility Impact on approach: Would explore reallocation strategies if current split is suboptimal
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