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Prove new allocation outperforms manual baseline

System Design · Amazon · Hard

You are the experiment owner for a logistics network. Leadership wants evidence that replacing manual dispatch with an automated allocation engine improves operations. Produce a rigorous trial plan that can support a causal conclusion at large scale. Your plan must settle these points: Select and defend the unit of randomization, taking interference and spillover effects into account. Options such as a switchback over station-hours or randomization clustered by courier…

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