Packrift

Packrift scenario model

Apparel And Soft Goods: Fragility check

Foldable goods often look overboxed because the carton was selected for peak assortment coverage, not the order segment being shipped. This damage-reserve guardrail model uses 420 monthly orders and a DIM divisor of 139 to compare the current Corrugated carton against smaller protective formats.

Recommended path Multi-depth carton Best carton option for variable order depth
Annual impact $18,990 Modeled savings versus current
Billable weight 3.97 lb Current: 8.29 lb
Utilization 41% Current: 20%
Decision read

What this scenario is testing

This version stresses the damage side of the decision so cheap material does not hide replacement cost. The model starts with an item profile of 13 x 10 x 2.2 in, 1.1 lb per unit, and 1 unit per order. The current package is 16 x 12 x 6 in with 72 seconds of pack time.

Packrift treats the result as a screening recommendation. It is strong enough to prioritize a pilot, not strong enough to replace invoice analysis, damage tracking, or warehouse observation.

Procurement rule

Candidate rule

Route low-fragility single-line apparel orders to mailers only when the folded footprint stays stable and the return process still works.

Cost model

Assumptions used

  • $0.72 per billable pound.
  • $19.00 per warehouse labor hour.
  • 1.7% current damage rate.
  • $42.00 expected replacement or support cost.
Watch list

Risk checks

  • return reuse
  • weather exposure
  • folding variability
  • barcode placement on soft packages
Pilot plan

How to test it

  • Inspect customer-facing damage, not only carrier claims.
  • Log packaging-related contacts separately from product defects.
  • Keep a stricter pass threshold before replacing cartons.

Package Candidate Comparison

Generated from the same Packrift Flex Fit assumptions
PackageSizeUtilizationBillable weightCost/orderAnnual impactStatus
Corrugated carton baseline16 x 12 x 6 in20%8.29 lb$8.36$0Baseline
Corrugated carton15 x 12 x 4.06 in31%5.26 lb$5.46$14,620General-purpose safe fit
Cut down current carton16 x 12 x 3.56 in33%4.92 lb$5.68$13,531Operational fix using current carton family
Poly mailer15.25 x 12 x 1.33 in93%1.75 lb$2.30$30,553DIM penalty, not recommended for this item profile
Padded mailer15.5 x 12.25 x 1.69 in70%2.31 lb$2.94$27,304DIM penalty, not recommended for this item profile
Rigid mailer14.5 x 11.25 x 2.81 in49%3.3 lb$3.77$23,120DIM penalty, not recommended for this item profile