Packrift scenario model
Apparel And Soft Goods: High-volume pick line
Foldable goods often look overboxed because the carton was selected for peak assortment coverage, not the order segment being shipped. This labor-heavy warehouse lane model uses 2,400 monthly orders and a DIM divisor of 139 to compare the current Corrugated carton against smaller protective formats.
What this scenario is testing
This version gives more weight to pack-station time because small seconds-per-order changes compound at volume. 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 86 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.
Candidate rule
Route low-fragility single-line apparel orders to mailers only when the folded footprint stays stable and the return process still works.
Assumptions used
- $0.72 per billable pound.
- $19.00 per warehouse labor hour.
- 0.85% current damage rate.
- $24.00 expected replacement or support cost.
Risk checks
- return reuse
- weather exposure
- folding variability
- barcode placement on soft packages
How to test it
- Time ten consecutive orders in the current package.
- Time ten consecutive orders in the test package.
- Watch whether label placement or sealing changes the apparent labor win.
Same segment
Package Candidate Comparison
Generated from the same Packrift Flex Fit assumptions| Package | Size | Utilization | Billable weight | Cost/order | Annual impact | Status |
|---|---|---|---|---|---|---|
| Corrugated carton baseline | 16 x 12 x 6 in | 20% | 8.29 lb | $7.85 | $0 | Baseline |
| Poly mailer | 15.25 x 12 x 1.33 in | 93% | 1.75 lb | $1.83 | $173,114 | Best for compressible, low-breakage items |
| Padded mailer | 15.5 x 12.25 x 1.69 in | 70% | 2.31 lb | $2.47 | $154,807 | Adds light protection without carton void |
| Multi-depth carton | 14.5 x 11.5 x 3.31 in | 41% | 3.97 lb | $4.19 | $105,228 | Best carton option for variable order depth |
| Corrugated carton | 15 x 12 x 4.06 in | 31% | 5.26 lb | $5.09 | $79,305 | General-purpose safe fit |
| Cut down current carton | 16 x 12 x 3.56 in | 33% | 4.92 lb | $5.29 | $73,661 | Operational fix using current carton family |
| Rigid mailer | 14.5 x 11.25 x 2.81 in | 49% | 3.3 lb | $3.28 | $131,421 | DIM penalty, not recommended for this item profile |