Packrift

Packrift scenario model

Subscription Refill Orders: Long-zone DIM exposure

Subscription orders are attractive packaging tests because quantities repeat. The package rule can be narrow and still affect meaningful volume. This long-zone dimensional-weight pressure model uses 520 monthly orders and a DIM divisor of 139 to compare the current Multi-depth carton against smaller protective formats.

Recommended path Poly mailer Best for compressible, low-breakage items
Annual impact $37,560 Modeled savings versus current
Billable weight 1.21 lb Current: 5.44 lb
Utilization 90% Current: 15%
Decision read

What this scenario is testing

This version stresses carrier cost by modeling a higher landed rate per billable pound, which makes cube reduction more important than material savings alone. 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 80 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

Create separate rules for one-cycle, two-cycle, and family-plan quantities rather than letting one carton cover every subscription order.

Cost model

Assumptions used

  • $1.18 per billable pound.
  • $19.50 per warehouse labor hour.
  • 1.2% current damage rate.
  • $34.00 expected replacement or support cost.
Watch list

Risk checks

  • quantity bands
  • insert cadence
  • return rate
  • fulfillment rule accuracy
Pilot plan

How to test it

  • Select a long-zone lane with repeated shipments.
  • Compare carrier invoice billable weight against the modeled billable weight.
  • Keep the package change lane-specific until invoice variance is understood.

Package Candidate Comparison

Generated from the same Packrift Flex Fit assumptions
PackageSizeUtilizationBillable weightCost/orderAnnual impactStatus
Multi-depth carton baseline12 x 9 x 7 in15%5.44 lb$8.42$0Baseline
Padded mailer10.5 x 7.25 x 2.25 in67%1.24 lb$2.53$36,750Adds light protection without carton void
Multi-depth carton9.5 x 6.5 x 4.16 in45%1.85 lb$3.67$29,627Best carton option for variable order depth
Corrugated carton10 x 7 x 4.91 in33%2.47 lb$4.37$25,281General-purpose safe fit
Cut down current carton12 x 9 x 4.41 in24%3.43 lb$5.91$15,651Operational fix using current carton family
Rigid mailer9.5 x 6.25 x 3.66 in53%1.56 lb$2.90$34,424not recommended for this item profile