Introduction
The recent 15% decline in customer engagement with Copado's Value Stream Management features since the latest release is a concerning trend that requires immediate attention. To address this issue, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term fixes and long-term strategic implications.
Framework overview
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Understanding the specific changes helps pinpoint potential causes. Expected answer: A list of feature updates or modifications. Impact on approach: Directs focus to specific areas of the product that may have caused friction.
Why it matters: Identifies whether the issue is widespread or localized to specific user groups. Expected answer: Breakdown of engagement decline by user segment. Impact on approach: Helps tailor solutions to the most affected user groups.
Why it matters: Ensures the observed decline is not due to measurement inconsistencies. Expected answer: Confirmation of consistent measurement methods. Impact on approach: Rules out data collection issues as a potential cause.
Why it matters: Helps distinguish between internal and external causes. Expected answer: Overview of relevant market conditions or competitor activities. Impact on approach: Informs whether the solution should focus on internal improvements or market positioning.
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