What factors are contributing to the sudden 30% increase in data egress costs for Wasabi's enterprise clients this quarter?

Introduction

The sudden 30% increase in data egress costs for Wasabi's enterprise clients this quarter is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for our product and business.

I'll approach this problem by first clarifying key details, ruling out external factors, and then diving deep into our product, user journey, and relevant metrics. From there, I'll form data-driven hypotheses, conduct root cause analysis, and propose a structured plan for validation and resolution.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking this might be related to recent product changes. Have we implemented any significant updates or new features in the last quarter that could affect data egress?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, we launched a new data replication feature. Impact on approach: If true, I'd focus on analyzing the new feature's impact on data egress.

• Considering the specificity of the increase, I'm wondering about our measurement accuracy. Has there been any change in how we measure or calculate data egress costs?

Why it matters: Ensures we're addressing a real issue, not a measurement anomaly. Expected answer: No changes in measurement methods. Impact on approach: If there were changes, we'd need to validate the new measurement system first.

• Given the enterprise focus, I'm curious about client behavior. Have we seen any changes in usage patterns or onboarded any large new clients recently?

Why it matters: Enterprise clients can significantly impact metrics due to their scale. Expected answer: A few new large clients onboarded last month. Impact on approach: If true, I'd analyze these new clients' usage patterns separately.

• Thinking about potential external factors, has there been any change in our pricing model or in competitors' offerings that might influence how clients use our service?

Why it matters: External market factors can drive changes in client behavior. Expected answer: No recent pricing changes, but a competitor launched a new feature. Impact on approach: If true, I'd investigate how this competitive change might be affecting our clients' usage.