This question evaluates demand forecasting, network optimization, five-year NPV financial modeling, experiment and quasi-experiment design for incrementality estimation, sensitivity analysis, and stakeholder communication within the analytics & experimentation domain for data science roles focused on warehouse/fulfillment center decisions.
You are evaluating whether to open a new fulfillment center (FC) to improve delivery speed and reduce costs. You have:
Assume the goal is to maximize long-run free cash flow while meeting customer service-level targets (e.g., 95% next-day coverage in target metros) under operational constraints.
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