Packrift scenario model
Subscription Refill Orders: Single-unit order
Subscription orders are attractive packaging tests because quantities repeat. The package rule can be narrow and still affect meaningful volume. This single-order flow model uses 950 monthly orders and a DIM divisor of 139 to compare the current Multi-depth 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 8 x 5 x 2.8 in, 1.15 lb per unit, and 1 unit per order. The current package is 12 x 9 x 7 in with 74 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
Create separate rules for one-cycle, two-cycle, and family-plan quantities rather than letting one carton cover every subscription order.
Assumptions used
- $0.73 per billable pound.
- $19.50 per warehouse labor hour.
- 1% current damage rate.
- $34.00 expected replacement or support cost.
Risk checks
- quantity bands
- insert cadence
- return rate
- fulfillment rule accuracy
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 |
|---|---|---|---|---|---|---|
| Multi-depth carton baseline | 12 x 9 x 7 in | 15% | 5.44 lb | $5.87 | $0 | Baseline |
| Poly mailer | 10.25 x 7 x 1.78 in | 90% | 1.21 lb | $1.79 | $46,554 | Best for compressible, low-breakage items |
| Padded mailer | 10.5 x 7.25 x 2.25 in | 67% | 1.24 lb | $1.90 | $45,229 | Adds light protection without carton void |
| Multi-depth carton | 9.5 x 6.5 x 4.16 in | 45% | 1.85 lb | $2.77 | $35,336 | Best carton option for variable order depth |
| Corrugated carton | 10 x 7 x 4.91 in | 33% | 2.47 lb | $3.19 | $30,599 | General-purpose safe fit |
| Cut down current carton | 12 x 9 x 4.41 in | 24% | 3.43 lb | $4.27 | $18,269 | Operational fix using current carton family |
| Rigid mailer | 9.5 x 6.25 x 3.66 in | 53% | 1.56 lb | $2.13 | $42,638 | not recommended for this item profile |