AI load optimization

Fits more into every truck, provably.

Packomation turns an inventory — from a phone scan or a manifest — into an executable load plan. A learned packing engine that beats classical heuristics, holds up as real-world constraints pile on, and shows its work.

runs in your browser · nothing to install · plans stay on your machine

Packomation Freight plan screen: a 3D load diagram of a 53 ft dry van with utilization metrics, a plan-quality scorecard, and constraint toggles

The live demo, not a mock — 53 ft dry van, LIFO sequencing, hazmat isolated, plan quality scored.

From line items to a load

The whole flow, in three screens

Inventory screen: line items with dimensions, weights, NMFC codes, and hazmat/cold-chain flags

01Inventory

Line items with dimensions, weights, NMFC codes, and handling flags — typed in, imported, or scanned.

Plan screen: 3D load diagram with utilization and plan-quality scorecard

02Plan

Pick equipment, flip constraint switches, run the plan. Every placement and every rejection has a stated reason.

Manifest screen: bill of lading with shipper, consignee, and export actions

03Manifest

The paperwork ships with the plan — BOL, packing slip, CSV, EDI 856 — carrying the real shipper and consignee.

Benchmarked

Measured, not “AI-powered”

The claims below are benchmark results, qualifiers included. Real-cargo pilots are the next measurement.

~20%
fewer loads than the standard shipping heuristic
on constraint-rich benchmarks; the edge grows with constraint complexity — the regime real freight lives in
51 v 22
win-rate against a published deep-RL baseline
Zhao et al., AAAI 2021 — the standard learned-packing reference
≤ 0.10
gap to the exact optimum, proven
vs a CP-SAT exact solver; 90–95% of tractable instances proven optimal
One engine · two editions

For a move, or for a dock

Home · iOS

Your move, in fewer trips

Scan a room with your phone — LiDAR when you have it, camera fallbacks when you don't — and get the right truck size plus a step-by-step loading plan.

  • Guided four-step wizard: scan → inventory → plan → share
  • Every measurement carries its source and confidence
  • Fit check before you book the truck
TestFlight in preparation
Freight · Web

Load planning for operators

Line items in, executable plan out: equipment and site selection, constraint toggles, a 3D load diagram, and a scored plan you can defend.

  • Constraints as switches: LIFO, stacking, pallet-first, hazmat isolation
  • Plan scorecard with per-item notes and rejection reasons
  • Carrier handoff with a real ASN transmit flow
The paperwork ships with the plan BOL Packing slip CSV EDI 856 ASN Dangerous-goods declaration

See a load plan in the next two minutes

The Freight demo runs entirely in your browser with sample line items loaded — pick a trailer, flip the constraints, run the plan.

Open the Freight demo