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Product Management Root Cause Analysis Question: Investigating increased maintenance response times in property management
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Nextsprints

Updated Jan 22, 2025

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Why have maintenance request response times for Sylvan Road's managed properties increased by 40% in the last two weeks?

Problem Solving Data Analysis Process Optimization Real Estate Property Management PropTech
Data Analysis Root Cause Analysis Operational Efficiency Property Management

Introduction

The recent 40% increase in maintenance request response times for Sylvan Road's managed properties over the past two weeks is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.

To tackle this problem, I'll follow a structured approach that covers issue identification, hypothesis generation, validation, and solution development. My goal is to provide a comprehensive analysis that not only resolves the current situation but also strengthens our overall property management processes.

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 have been a recent system change. Has there been any software update or process modification in the last month?

Why it matters: Recent changes often correlate with performance issues. Expected answer: Yes, a new maintenance ticketing system was implemented. Impact on approach: If true, we'd focus on system-related hypotheses.

  • Considering user segments, I'm curious about the distribution of the increase. Is the 40% rise consistent across all property types or concentrated in specific areas?

Why it matters: Helps identify if the issue is systemic or localized. Expected answer: The increase is more pronounced in multi-family units. Impact on approach: We'd investigate factors specific to multi-family properties.

  • Thinking about staffing, has there been any significant change in maintenance personnel or their availability recently?

Why it matters: Staff changes can directly impact response times. Expected answer: No major staffing changes reported. Impact on approach: We'd shift focus to other operational or technical factors.

  • Regarding request volume, have you noticed any unusual spikes in maintenance requests during this period?

Why it matters: Increased volume could explain longer response times. Expected answer: Request volume has remained relatively stable. Impact on approach: We'd look into efficiency and process issues rather than capacity.

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