Introduction
Duke Energy's outage reporting system plays a crucial role in customer satisfaction and operational efficiency. Enhancing this system to provide more accurate restoration time estimates is a strategic initiative that could significantly impact both customer experience and resource allocation. I'll approach this challenge by analyzing user segments, identifying pain points, generating innovative solutions, and proposing a roadmap for implementation.
Step 1
Clarifying Questions
Why it matters: This helps quantify the problem and set benchmarks for improvement. Expected answer: Estimates are off by an average of 2-3 hours. Impact on approach: A large deviation would prioritize fundamental changes to the estimation algorithm.
Why it matters: Identifies the most critical touchpoints for improvement. Expected answer: 50% mobile app, 30% website, 20% phone calls. Impact on approach: Would focus on enhancing the dominant channels first.
Why it matters: Helps determine if we need separate strategies for different scenarios. Expected answer: Accuracy drops by 40% during major weather events. Impact on approach: Might lead to developing a specialized algorithm for extreme conditions.
Why it matters: Ensures our solution aligns with company-wide strategies. Expected answer: It's a top priority, aiming to increase customer satisfaction scores by 15%. Impact on approach: Would emphasize customer-centric features and clear communication.
At this point, you can ask interviewer to take a 1-minute break to organize your thoughts before diving into the next step.
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