Should Alation prioritize expanding its data catalog features or focus on improving its existing data governance capabilities?

Introduction

The trade-off between expanding Alation's data catalog features and improving its existing data governance capabilities presents a critical strategic decision. This scenario involves balancing product innovation with enhancing core functionalities. I'll analyze this trade-off by examining the product context, potential impacts, and key metrics, followed by an experiment design and decision framework.

Step 1

Clarifying Questions (3 minutes)

• Context: I'm thinking Alation might be facing increased competition in the data catalog space. Could you share insights on our market position and the competitive landscape?

Why it matters: Helps prioritize features based on market differentiation Expected answer: Strong in data catalog, emerging players in governance Impact on approach: Would influence whether to double down on strengths or shore up weaknesses

• Business Context: Based on our current revenue model, I assume data catalog features drive most of our revenue. Is this accurate, and how does governance contribute to our bottom line?

Why it matters: Aligns decision with financial impact Expected answer: Catalog is primary revenue driver, governance is growing Impact on approach: Would help balance short-term revenue vs. long-term growth potential

• User Impact: I'm guessing our user base includes both data analysts and compliance officers. Can you confirm our key user segments and their primary pain points?

Why it matters: Ensures we're addressing the most critical user needs Expected answer: Mix of technical and non-technical users with varying priorities Impact on approach: Would inform feature prioritization based on user segment importance

• Technical Feasibility: Considering our current architecture, I imagine expanding catalog features might be easier than overhauling governance. Is this a fair assumption?

Why it matters: Assesses technical constraints and resource requirements Expected answer: Catalog expansion is more straightforward, governance requires deeper changes Impact on approach: Would influence timeline and resource allocation decisions

• Resource Allocation: Given our team structure, I'm assuming we have more expertise in catalog development. How are our teams currently allocated between catalog and governance?

Why it matters: Determines our capacity to execute in each area Expected answer: Stronger catalog team, growing governance capabilities Impact on approach: Would impact the feasibility and timeline of each option