01Freeze policy and legal scope
Record covered product, customer, territory, duration, remedy choices, exclusions, proof requirements, freight responsibility and response targets. Consumer warranty rules vary by destination. The FTC guide is useful United States context, not a substitute for local legal review.
02Use coded case assumptions
Estimate setup help, accessory replacement, single-side issue, charging case issue, full replacement, refund, transport damage and urgent safety escalation separately. Use delivered-unit cohorts and time since sale. Keep unknown and no-fault-found cases visible.
03Price every case component
Include support labor, verification, spare or replacement cost, inbound and outbound freight, packaging, pick and pack, payment or marketplace fees, tax treatment where relevant, testing, disposal and the value lost when returned stock cannot be resold.
04Model supplier recovery conservatively
Record what the supplier contract covers, evidence required, claim window, credit method, freight treatment and historical recovery time. Count only a probability-weighted recovery supported by experience; an unaccepted claim should not automatically erase the retailer's service cost.
05Calculate low, expected and high cases
For each return code, multiply case rate by remedy mix and net cost, then sum across delivered units. Stress the model with higher case rates, expensive freight, low supplier recovery and delayed spare stock. Keep formulas and units visible for review.
06Separate cash timing from final cost
A retailer may refund the customer now and receive supplier credit months later. Track when cash leaves, when replacement stock is consumed and when recovery is realized. A reserve and working-capital plan may need different numbers.
07Update by product cohort
Review delivered units and cases by model, version, lot, sales month and channel. Compare actual frequency, remedy and recovery with the assumptions. Use the result to change the reserve, listing, manual, inspection, spare plan, supplier terms or next order.