Introduction
The 25% decline in customer satisfaction scores for FICO® Debt Manager over the previous two quarters is a significant issue that requires immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for the product and organization.
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 trends could explain the decline and inform our solution approach. Expected answer: No significant seasonal patterns observed in previous years. Impact on approach: If seasonal, we'd focus on anticipating and mitigating annual fluctuations.
Why it matters: Recent changes could directly impact user satisfaction. Expected answer: A new UI was rolled out four months ago. Impact on approach: If confirmed, we'd scrutinize the UI changes and user adoption.
Why it matters: Changes in measurement could artificially inflate the decline. Expected answer: No changes to the measurement methodology. Impact on approach: If changed, we'd need to recalibrate our analysis based on consistent metrics.
Why it matters: Segmented impact could point to specific user needs or issues. Expected answer: The decline is more significant among enterprise customers. Impact on approach: We'd focus on enterprise-specific features and support if confirmed.
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