Executive summary
A research pack for e-commerce operators that documents the demand, cost, benefit, alternative, and uncertainty assumptions behind fulfillment change decisions, graded by evidence and frozen before the investment case is built.
What is inside
What the research pack covers
The asset walks an analysis team from raw order, cost, and returns data to a frozen assumption book: a demand baseline, a fully loaded order economics picture, a register that labels every number as an observation, estimate, or hypothesis, and a short research program aimed at the assumptions that move the decision most.
- Scope: the demand, cost, benefit, and uncertainty evidence behind fulfillment change decisions
- A demand and order-profile baseline for the fulfillment and returns network
- The cost per order and returns economics evidence base, reconciled to finance
- A structured register that separates observations from estimates and hypotheses
- Evidence grading, sensitivity screening, and the research questions that close the gaps
- A freeze gate that hands a tested assumption book to the options appraisal
- Worked example, failure case, and a community practice exercise