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Product Management Root Cause Analysis Question: Investigating increased client onboarding time for investment software
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Nextsprints

Updated Jan 22, 2025

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Why has Ridgeline's client onboarding process seen a 30% increase in completion time over the last quarter?

Data Analysis Problem-Solving Process Optimization Financial Services Investment Management SaaS
Data Analysis Fintech Root Cause Analysis Process Optimization Client Onboarding

Introduction

Ridgeline's client onboarding process has experienced a 30% increase in completion time over the last quarter, raising concerns about efficiency and user experience. To address this issue, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both immediate and long-term implications.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Looking at the timing, I'm thinking there might be seasonal factors at play. Have we seen similar patterns in previous years during this quarter?

Why it matters: Helps distinguish between cyclical trends and genuine issues. Expected answer: No similar patterns observed in previous years. Impact on approach: If seasonal, we'd focus on capacity planning; if not, we'd investigate recent changes.

  • Considering the metric specificity, I'm curious about the definition of "completion time." Has there been any change in how we measure or define this metric recently?

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 measurement. Impact on approach: If changed, we'd need to reassess our baseline; if not, we'd focus on actual process changes.

  • Given the significant increase, I'm wondering about the distribution of this change. Is the 30% increase consistent across all client types or concentrated in specific segments?

Why it matters: Helps narrow down potential causes and affected areas. Expected answer: Increase is more pronounced in enterprise clients. Impact on approach: Would guide us to investigate enterprise-specific factors or recent changes in that segment.

  • Thinking about recent product updates, have there been any significant changes to the onboarding process or related systems in the past quarter?

Why it matters: Identifies potential direct causes of the slowdown. Expected answer: A new compliance check was added to the process. Impact on approach: Would focus our investigation on the impact and necessity of this new step.

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