Should Swiftly prioritize expanding its real-time passenger information features or focus on improving its fare collection system integration?

Introduction

The trade-off between expanding real-time passenger information features and improving fare collection system integration for Swiftly presents a critical decision point. This scenario involves balancing user experience enhancements with operational efficiency improvements. I'll analyze this trade-off by examining the product context, potential impacts, and key metrics, then design an experiment to inform our decision-making process.

Step 1

Clarifying Questions (3 minutes)

• Context: I'm thinking Swiftly primarily serves transit agencies. Could you confirm if this is a B2B or B2C product, and who the primary users are?

Why it matters: Determines the focus of our analysis and potential impact. Expected answer: B2B product for transit agencies, with end-users being passengers. Impact on approach: Would prioritize agency needs while considering passenger experience.

• Business Context: Based on the options, I assume real-time information and fare collection are key revenue drivers. How do these features currently contribute to Swiftly's revenue model?

Why it matters: Helps prioritize based on financial impact. Expected answer: Both contribute significantly, with fare collection possibly having a more direct revenue link. Impact on approach: Would influence the weight given to each option in the decision-making process.

• User Impact: I'm thinking passenger satisfaction heavily relies on real-time information. What's our current user satisfaction score for this feature?

Why it matters: Indicates potential for improvement and impact on user experience. Expected answer: Moderate satisfaction with room for improvement. Impact on approach: Lower scores would strengthen the case for prioritizing real-time information expansion.

• Technical: Considering integration complexities, how compatible is our current system with various fare collection technologies?

Why it matters: Affects feasibility and resource requirements for the fare collection option. Expected answer: Moderate compatibility with some integration challenges. Impact on approach: High compatibility would make the fare collection option more attractive.

• Resource: Given these two initiatives, how does our current team capacity align with the requirements for each?

Why it matters: Determines the feasibility of pursuing either option with current resources. Expected answer: Team stretched thin, may need to choose one initiative. Impact on approach: Would influence timeline and potential phasing of initiatives.