What factors are causing The RealReal's authentication service to have a 30% increase in processing time for luxury watches since last quarter?

Introduction

The RealReal's authentication service for luxury watches is experiencing a 30% increase in processing time since last quarter, a significant issue that could impact customer satisfaction and operational efficiency. To address this problem, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both immediate and long-term implications.

Step 1

Clarifying Questions (3 minutes)

• I'm noticing the timing aspect. Has there been any recent change in the authentication process or staffing?

Why it matters: Recent changes could directly impact processing times. Expected answer: Yes, we implemented a new authentication step last month. Impact on approach: If confirmed, I'd focus on the new process's efficiency.

• Considering the specificity of the increase, are we sure our measurement systems are consistent?

Why it matters: Ensures we're addressing a real issue, not a measurement anomaly. Expected answer: Our systems are consistent and recently audited. Impact on approach: If inconsistent, I'd prioritize data validation before further analysis.

• Has there been a shift in the types or brands of watches being authenticated?

Why it matters: Different watch types may require varying authentication times. Expected answer: We've seen an increase in high-end, complex timepieces. Impact on approach: If confirmed, I'd investigate the correlation between watch complexity and processing time.

• Have we observed any changes in customer behavior or submission patterns?

Why it matters: External factors could be influencing the authentication workload. Expected answer: There's been a 20% increase in watch submissions this quarter. Impact on approach: If true, I'd explore scaling solutions to handle increased volume.