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Product Management Root Cause Analysis Question: Investigating sudden increase in DevOps consulting project delays
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Nextsprints

Updated Jan 22, 2025

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How did Apexon's DevOps consulting practice experience a sudden 25% increase in project delays during Q2?

Data Analysis Problem Solving Strategic Thinking IT Consulting Software Development Professional Services
Performance Metrics Root Cause Analysis DevOps Project Management Consulting

Introduction

Apexon's DevOps consulting practice experiencing a sudden 25% increase in project delays during Q2 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.

My analysis will follow a structured framework, beginning with clarifying questions to gather essential context. I'll then rule out basic external factors before diving deep into product understanding, metric breakdown, and data-driven hypothesis formation. This will lead to a thorough root cause analysis, validation steps, and a comprehensive resolution plan.

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. Has Q2 historically been a challenging period for project timelines?

Why it matters: Seasonal patterns could indicate cyclical issues rather than new problems. Expected answer: No significant historical Q2 issues. Impact on approach: If true, we'd focus on recent changes rather than seasonal factors.

  • Considering the scope, I'm curious about the distribution of delays. Are these delays concentrated in specific project types or spread across all DevOps engagements?

Why it matters: Helps narrow down potential causes to specific areas or processes. Expected answer: Delays are spread across various project types. Impact on approach: If concentrated, we'd focus on those specific project areas; if spread, we'd look at company-wide factors.

  • Thinking about recent changes, have there been any significant shifts in project management methodologies or tools implemented before or during Q2?

Why it matters: New processes or tools can often lead to temporary disruptions. Expected answer: Some new project management software was rolled out in late Q1. Impact on approach: If true, we'd investigate the impact of this new software on project timelines.

  • Considering team dynamics, has there been any notable turnover or restructuring in the DevOps consulting team recently?

Why it matters: Team changes can significantly impact project execution and timelines. Expected answer: Some senior consultants left at the end of Q1. Impact on approach: If true, we'd examine the impact of knowledge transfer and team capacity on project timelines.

  • Reflecting on client relationships, have there been any changes in client expectations or the types of clients Apexon is engaging with in Q2?

Why it matters: Shifts in client base or expectations can affect project scopes and timelines. Expected answer: Apexon has been taking on more complex projects from larger enterprises. Impact on approach: If true, we'd investigate whether project scoping and resource allocation need adjustment for these more complex engagements.

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