Introduction
SHI International's cloud migration service has experienced a 30% decrease in new client acquisitions over the past quarter, signaling a significant challenge for the company's growth and market position. This analysis will systematically investigate potential root causes, generate data-driven hypotheses, and propose actionable solutions to address this critical issue.
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 fluctuation and impact our approach. Expected answer: Yes, it's been compared and still shows a significant decrease. Impact on approach: If seasonal, we'd focus on year-over-year comparisons rather than quarter-over-quarter.
Why it matters: Ensures we're comparing apples to apples and not dealing with a measurement issue. Expected answer: No changes in metric definition or tracking methods. Impact on approach: If changed, we'd need to recalibrate our analysis based on the new definition.
Why it matters: Product changes could directly impact client acquisition rates. Expected answer: No major changes in offerings or pricing. Impact on approach: If changes occurred, we'd focus on analyzing their impact on client decisions.
Why it matters: External factors could be influencing client decisions. Expected answer: Some increased competitor activity, but no major market shifts. Impact on approach: If significant changes, we'd prioritize competitive analysis in our investigation.
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