Why has Nasdaq's Market Surveillance service seen a 15% drop in client adoption over the past quarter?

Introduction

The recent 15% drop in client adoption for Nasdaq's Market Surveillance service is a concerning trend that requires immediate attention and a thorough root cause analysis. As we delve into this issue, we'll systematically examine potential factors, generate data-driven hypotheses, and develop a comprehensive plan to address the underlying causes and reverse this trend.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a seasonal component. Has this 15% drop been compared to the same quarter last year?

Why it matters: Seasonal fluctuations could explain the drop and impact our solution approach. Expected answer: Yes, it has been compared, and this drop is unusual for this time of year. Impact on approach: If seasonal, we'd focus on year-over-year trends; if not, we'd investigate recent changes.

• Considering the metric specificity, I'm wondering about the definition of "client adoption." Are we measuring new client acquisitions, overall usage, or something else?

Why it matters: Different metrics require different analysis approaches and solutions. Expected answer: Client adoption refers to the number of active users of the service. Impact on approach: If it's active users, we'd focus on engagement and retention strategies.

• Given the market dynamics, has there been any significant change in the competitive landscape or pricing structures in the past quarter?

Why it matters: External market forces could be driving the adoption drop. Expected answer: No major changes in competition or pricing have been observed. Impact on approach: If no external changes, we'd focus more on internal factors and product issues.

• Thinking about product updates, have there been any recent changes to the Market Surveillance service or related Nasdaq offerings?

Why it matters: Recent changes could have unintended consequences on adoption. Expected answer: A minor update was released two months ago, but it wasn't expected to impact adoption significantly. Impact on approach: We'd investigate the update's potential effects, even if initially deemed minor.