Introduction
Balancing lower premiums with profitability is a critical challenge for Naked Insurance. This trade-off involves weighing the potential for increased market share against the risk of reduced margins. I'll analyze this problem by examining the product ecosystem, key metrics, and potential experiments to inform our decision-making process.
Analysis Approach
I'd like to outline my approach to ensure we're aligned on the key areas we'll explore in this analysis.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Helps frame the urgency and scale of the premium adjustment. Expected answer: Competitive pressure is increasing, growth is a priority. Impact on approach: Would focus on aggressive pricing strategies if growth is critical.
Why it matters: Allows for targeted premium adjustments. Expected answer: Mix of price-sensitive new customers and loyal existing customers. Impact on approach: Would consider segmented pricing strategies.
Why it matters: Determines the granularity and speed of implementing changes. Expected answer: Fairly flexible system with some legacy constraints. Impact on approach: Would influence the complexity of proposed solutions.
Why it matters: Affects the scope and timeline of potential solutions. Expected answer: Limited data science team, but strong actuarial support. Impact on approach: Would prioritize solutions that leverage existing strengths.
Why it matters: Influences the depth of analysis and testing we can perform. Expected answer: Need initial changes within next quarter, with ongoing optimization. Impact on approach: Would focus on quick wins with a roadmap for long-term refinement.
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