Packrift

Packrift scenario model

Marketplace Multi-SKU Bundles: Long-zone DIM exposure

Bundles are where average carton logic breaks down. The same master carton may work for operations while quietly adding cube to most orders. This long-zone dimensional-weight pressure model uses 520 monthly orders and a DIM divisor of 139 to compare the current Corrugated carton against smaller protective formats.

Recommended path Poly mailer Best for compressible, low-breakage items
Annual impact $65,375 Modeled savings versus current
Billable weight 1.67 lb Current: 9.5 lb
Utilization 103% Current: 18%
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 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 94 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

Use fit screens to split stable bundles from exception-prone bundles before changing the pack rule.

Cost model

Assumptions used

  • $1.18 per billable pound.
  • $20.50 per warehouse labor hour.
  • 1.8% current damage rate.
  • $40.00 expected replacement or support cost.
Watch list

Risk checks

  • SKU mix volatility
  • pick sequence
  • insert collisions
  • exception rate
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
Corrugated carton baseline15 x 11 x 8 in18%9.5 lb$13.78$0Baseline
Padded mailer12.5 x 9.25 x 2.61 in77%2.17 lb$3.98$61,152Adds light protection without carton void
Multi-depth carton11.5 x 8.5 x 4.7 in51%3.31 lb$5.73$50,263Best carton option for variable order depth
Corrugated carton12 x 9 x 5.45 in39%4.23 lb$6.81$43,520General-purpose safe fit
Cut down current carton15 x 11 x 4.95 in28%5.88 lb$9.32$27,828Operational fix using current carton family
Rigid mailer11.5 x 8.25 x 4.2 in58%2.87 lb$4.78$56,173DIM penalty, not recommended for this item profile