Packrift scenario model
Marketplace Multi-SKU Bundles: Single-unit order
Bundles are where average carton logic breaks down. The same master carton may work for operations while quietly adding cube to most orders. This single-order flow model uses 950 monthly orders and a DIM divisor of 139 to compare the current Corrugated carton against smaller protective formats.
What this scenario is testing
This page isolates the simplest order shape so the savings case is not distorted by bundle exceptions. The model starts with an item profile of 10 x 7 x 3 in, 1.6 lb per unit, and 1 unit per order. The current package is 15 x 11 x 8 in with 88 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
Use fit screens to split stable bundles from exception-prone bundles before changing the pack rule.
Assumptions used
- $0.79 per billable pound.
- $20.50 per warehouse labor hour.
- 1.6% current damage rate.
- $40.00 expected replacement or support cost.
Risk checks
- SKU mix volatility
- pick sequence
- insert collisions
- exception rate
How to test it
- Select one SKU family with stable dimensions.
- Run a carton control group for the same carrier lanes.
- Compare invoice billable weight, pack time, and support contacts after two weeks.
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 | 15 x 11 x 8 in | 18% | 9.5 lb | $9.96 | $0 | Baseline |
| Poly mailer | 12.25 x 9 x 2.05 in | 103% | 1.67 lb | $2.57 | $84,250 | Best for compressible, low-breakage items |
| Padded mailer | 12.5 x 9.25 x 2.61 in | 77% | 2.17 lb | $3.05 | $78,762 | Adds light protection without carton void |
| Multi-depth carton | 11.5 x 8.5 x 4.7 in | 51% | 3.31 lb | $4.36 | $63,912 | Best carton option for variable order depth |
| Corrugated carton | 12 x 9 x 5.45 in | 39% | 4.23 lb | $5.08 | $55,723 | General-purpose safe fit |
| Cut down current carton | 15 x 11 x 4.95 in | 28% | 5.88 lb | $6.92 | $34,744 | Operational fix using current carton family |
| Rigid mailer | 11.5 x 8.25 x 4.2 in | 58% | 2.87 lb | $3.58 | $72,758 | DIM penalty, not recommended for this item profile |