Introduction
The decline in client adoption of Enfusion's risk analytics dashboard by 30% this quarter is a critical issue that demands immediate attention. To address this problem, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term and long-term implications for our product strategy.
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Seasonal patterns could explain the drop and inform our solution approach. Expected answer: No, this decline is unusual for this time of year. Impact on approach: If seasonal, we'd focus on cyclical factors; if not, we'd investigate recent changes.
Why it matters: Identifying affected segments helps pinpoint specific issues or needs. Expected answer: The decline is more pronounced among mid-size financial institutions. Impact on approach: We'd tailor our investigation and solutions to the most affected segments.
Why it matters: Recent changes could directly impact user adoption and experience. Expected answer: Yes, we implemented a new UI design and added several new risk metrics. Impact on approach: We'd focus on the impact of these changes on user behavior and satisfaction.
Why it matters: Ensures we're comparing apples to apples and not facing a measurement issue. Expected answer: No changes in measurement or definition. Impact on approach: If changed, we'd reassess our metrics; if not, we'd focus on actual usage decline.
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