How can H2O.ai balance the need for customization in H2O Wave to meet diverse client needs against maintaining a streamlined, easily maintainable codebase?

Introduction

Balancing customization in H2O Wave with maintaining a streamlined codebase is a critical challenge for H2O.ai. This trade-off involves meeting diverse client needs while ensuring efficient development and maintenance. I'll analyze this situation, propose a strategic approach, and recommend a path forward.

Step 1

Clarifying Questions (3 minutes)

• Based on H2O.ai's business model, I'm thinking customization might be a key revenue driver. Could you share how much of our revenue comes from custom implementations versus standard deployments?

Why it matters: Helps prioritize customization efforts against overall business impact Expected answer: 60% from custom, 40% from standard Impact on approach: Higher custom revenue would justify more resources for flexible architecture

• Considering user segments, I'm assuming enterprise clients have the most diverse needs. Can you confirm our primary user segments and their typical customization requests?

Why it matters: Identifies which user needs to prioritize in our solution Expected answer: Enterprise clients request the most customizations, followed by mid-market Impact on approach: Would focus on modular architecture that caters to enterprise needs first

• From a technical perspective, I'm thinking our current architecture might not be optimized for customization. What's our current approach to managing custom code vs. core codebase?

Why it matters: Determines the extent of architectural changes needed Expected answer: Custom code often requires core modifications Impact on approach: Would suggest a more modular, plugin-based architecture

• Regarding resources, I'm curious about our development team's capacity. How many developers are dedicated to core product vs. customization work?

Why it matters: Helps assess feasibility of different approaches Expected answer: 70% core, 30% customization Impact on approach: Might need to reallocate resources or hire for customization expertise

• Thinking about timelines, is there a specific deadline or milestone driving this decision?

Why it matters: Influences the pace and scope of potential changes Expected answer: Aiming for next major release in 6 months Impact on approach: Would prioritize quick wins and phase longer-term architectural changes