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Product Management Root Cause Analysis Question: Investigating Macquarie Group's commodity trading desk revenue decline
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Nextsprints

Updated Jan 22, 2025

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Why has Macquarie Group's commodity trading desk seen a 30% drop in revenue over the past quarter?

Data Analysis Problem Solving Strategic Thinking Financial Services Commodities Investment Banking
Root Cause Analysis Revenue Optimization Market Analysis Financial Services Commodity Trading

Introduction

The 30% drop in revenue for Macquarie Group's commodity trading desk over the past quarter is a significant issue that requires thorough investigation. To address this problem, I'll employ a systematic approach to identify, validate, and address the root cause while considering both immediate and long-term implications for the business.

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 this 30% drop been compared to the same quarter last year?

Why it matters: Seasonal fluctuations could explain the revenue drop without indicating a deeper problem. Expected answer: Yes, it has been compared, and the drop is still significant. Impact on approach: If seasonal, we'd focus on improving performance during this period; if not, we'd look at broader issues.

  • Considering market volatility, I'm wondering about the overall commodity market performance. How has the broader commodity market performed during this period?

Why it matters: A general market downturn could explain the revenue drop and require a different approach. Expected answer: The market has been relatively stable or even up slightly. Impact on approach: If the market is stable, we'd focus more on internal factors or competitive positioning.

  • Thinking about the trading desk's composition, has there been any significant change in the types of commodities traded or the trading strategies employed?

Why it matters: Changes in trading focus or strategies could lead to temporary performance dips. Expected answer: No major changes in commodity types or strategies. Impact on approach: If changes occurred, we'd evaluate their impact; if not, we'd look at execution or market factors.

  • Considering potential system issues, have there been any recent updates to the trading platform or risk management systems?

Why it matters: Technical issues could significantly impact trading performance and revenue. Expected answer: A minor update was implemented, but no major changes. Impact on approach: If system changes occurred, we'd prioritize technical investigations; if not, we'd focus more on market and strategy factors.

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