Should Quantexa prioritize expanding its Entity Resolution capabilities to cover more data sources or focus on enhancing the accuracy of existing source integrations?

Introduction

The trade-off we're examining today is whether Quantexa should prioritize expanding its Entity Resolution capabilities to cover more data sources or focus on enhancing the accuracy of existing source integrations. This decision is crucial for Quantexa's product strategy and market positioning. I'll analyze this trade-off by considering the product context, potential impacts, key metrics, and experimental approaches to guide our decision-making process.

Step 1

Clarifying Questions (3 minutes)

• Based on our current market position, I'm thinking this decision might be driven by competitive pressures. Could you share more about how our Entity Resolution capabilities compare to our main competitors?

Why it matters: Helps prioritize expansion vs. accuracy based on market dynamics Expected answer: We're lagging in data source coverage but leading in accuracy Impact on approach: Would lean towards expansion if we're significantly behind in coverage

• Considering our revenue model, I assume Entity Resolution is a core offering. What percentage of our revenue is directly tied to this feature?

Why it matters: Determines the potential business impact of our decision Expected answer: 60-70% of revenue is linked to Entity Resolution Impact on approach: Higher percentage would justify more investment in either option

• Looking at user behavior, are we seeing more requests for additional data sources or improved accuracy in existing integrations?

Why it matters: Aligns our focus with user needs and potential adoption Expected answer: Mixed feedback, with a slight lean towards more data sources Impact on approach: Would influence the prioritization of expansion vs. accuracy enhancement

• From a technical standpoint, how modular is our current Entity Resolution architecture? Could we easily add new data sources without compromising accuracy?

Why it matters: Assesses the feasibility and potential trade-offs of expansion Expected answer: Moderately modular, but expansion could temporarily impact accuracy Impact on approach: Would influence the balance between expansion and accuracy improvement efforts

• Regarding our current team capacity, do we have the resources to pursue both expansion and accuracy enhancement simultaneously, even if at a slower pace?

Why it matters: Determines if we need to make a strict either/or decision Expected answer: Limited resources, need to focus on one primary direction Impact on approach: Would necessitate a more definitive choice between the two options