The Intelligent OS
for End-of-Line Palletizing
One engine. Browser, CLI and robot.
Live mixed-SKU optimization. A stability number you can check. An ROI model with every input editable.
Try to stop it.
We dare you.
Cut the cloud link mid-pallet — the cell finishes from local cache. Misfeed a box — motion only resumes when a vision frame clears the 0.95 confidence gate. Freeze the heartbeat — the watchdog latches FAULT_ESTOP in 2.5 seconds instead of moving blind.
This is a simulation of the pre-gate edge state machine in gateway/edge_orchestrator.py, which is now quarantined: its motion writes refuse. The supported path to a real cell is the safety gate and the Universal Robots adapter, verified so far against URSim only.
Manual and basic automation is bleeding your margins.
Labor & Injury Crisis
High turnover, repetitive strain injuries, and inconsistent quality. One bad pallet can cost thousands in returns and claims.
Mixed-SKU Chaos
Mixed-SKU orders are where fixed patterns stop working, and where cells and people fall back to hand-built stacks.
No Proof, No Trust
Black-box patterns. No stability validation. No ROI numbers. Integrators and plant managers are flying blind on every deployment.
Live Mixed-SKU
Pallet Optimizer
Upload your SKU list. Get a validated 3D plan in under a second, with a stability score you can check, a density figure against a buildable baseline, the checks that did not run, and a content hash the CLI reproduces.
What a cell running this software would look like
These are generated renders of a reference cell, not photographs of a Palletizer OS installation — there are none yet. The figures beside each image are computed on page load from the engine's reference plan, or are the published specification of the arm modelled; each is traceable at /provenance. Click any image for what the software does and does not do.
SWIPE OR DRAG · CLICK ANY CELL FOR MEASUREMENTS & TECHNICAL DETAIL
Where this fits now, and where it does not
3PL & e-commerce
Many SKUs per order is what the optimizer is for. Run your own order at /demo; the plan id matches the CLI's.
Integrators
One adapter contract, one UR adapter verified against URSim, and a gate that refuses to move without a grant.
Mid-market plants
A 30-day software pilot with a kill date, measured against your own baseline pallets.
Not yet: regulated lines
No compliance pack, audit log or validated hardware exists. Pharma and food lines are not a fit until they do.
Three ways into the same engine
A person, an integrator and an agent get identical results — the same algorithm and the same content hash. Pick the door.
In the browser
Plan your own SKUs, check a plan somebody sent you, and read how the engine decides before you trust it.
In your stack
The engine is a package under Apache-2.0; the hosted API adds keys, history, exports and signed attestations.
For an agent
An MCP server, hosted or over stdio, with the tools to plan, validate and verify — and no tool that can move anything.
Check it on your own SKUs
Run the live engine on your own SKU data — measured density, stability, and ROI before you ever talk to us.
NO CREDIT CARD • INSTANT ACCESS TO OPTIMIZER • REFERENCE DATASET METRICS COMPUTED LIVE