Should EAB prioritize expanding its Academic Performance Solutions platform features or focus on improving user onboarding for existing tools?

Introduction

The trade-off we're examining today is whether EAB should prioritize expanding its Academic Performance Solutions platform features or focus on improving user onboarding for existing tools. This scenario involves balancing product development with user experience enhancement, a common challenge in the EdTech sector. I'll analyze this trade-off by examining the product context, potential impacts, key metrics, and experimental approaches to inform a strategic recommendation.

Step 1

Clarifying Questions (3 minutes)

• Context: I'm assuming EAB's Academic Performance Solutions is a data analytics platform for higher education. Could you confirm if this is correct and provide any additional context about its current market position?

Why it matters: Understanding the product's positioning helps frame the trade-off decision. Expected answer: Confirmation and brief market overview. Impact on approach: Would influence the prioritization of features vs. onboarding.

• Business Context: Based on the trade-off presented, I'm thinking revenue growth might be a key priority. How does this decision align with EAB's current business objectives and revenue model?

Why it matters: Aligns solution with business goals and financial implications. Expected answer: Details on revenue targets and business priorities. Impact on approach: Would guide resource allocation and timeline considerations.

• User Impact: I'm assuming there might be challenges with user adoption or engagement. Can you share insights on current user segments and their primary pain points?

Why it matters: Helps tailor solution to user needs and behaviors. Expected answer: Overview of user segments and common issues. Impact on approach: Would influence the balance between new features and improved onboarding.

• Technical Feasibility: Considering the platform expansion, I'm curious about any technical constraints or scalability concerns. What's our current technical capacity for either option?

Why it matters: Ensures proposed solution is technically viable. Expected answer: Overview of technical capabilities and limitations. Impact on approach: Would affect the scope and timeline of proposed changes.

• Resource Allocation: Given the two options, I'm wondering about our team's current capacity. What resources are available for this initiative in terms of personnel and budget?

Why it matters: Helps determine the feasibility and scale of the proposed solution. Expected answer: Overview of available resources and any constraints. Impact on approach: Would influence the scope and timeline of the recommendation.