v0.2 ENHANCED • OPEN CORE + ENTERPRISE

The Intelligent OS
for End-of-Line Palletizing

One codebase. Any robot. Any factory.
Live mixed-SKU optimization. Physics-validated stability. Instant ROI proof.

18%+ avg density uplift
8–18 month payback
Full audit & compliance ready
SCROLL TO DISCOVER
LEADING F&B MANUFACTURERS
MAJOR 3PL & E-COMMERCE
PHARMA & REGULATED INDUSTRIES
ROBOT INTEGRATORS WORLDWIDE
NEW • LIVE CELL OS

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.

The state machine, thresholds, and recovery logic you're fighting are a browser mirror of the shipped edge stack (gateway/edge_orchestrator.py). On hardware it speaks OPC UA and streams URScript.

Run the shift
IDLE
MOVING
EXCEPTION_HANDLING
FAULT_ESTOP
[12.4s] Cloud link severed — active pallet continues from local pattern cache
[15.1s] frame-3: conf 0.9312 ≤ 0.95 — no autonomous write, re-imaging
[15.5s] frame-4: conf 0.9875 > 0.95 — correction dx=-9.93 dy=2.31 mm written, move re-armed
[31.0s] Pattern plan_cell_1 complete — 12 placements, pallet #1 out
The hidden cost of "good enough"

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

Traditional systems choke on variety. Most factories still resort to manual stacking for complex orders — killing throughput.

No Proof, No Trust

Black-box patterns. No stability validation. No ROI numbers. Integrators and plant managers are flying blind on every deployment.

The one hard capability

Live Mixed-SKU
Pallet Optimizer

Upload your real SKU master. Get physics-validated 3D plans in seconds. Stability score. Density uplift. Full audit trail. Export ready for any robot.

18.7%
Average density uplift vs naive
1.00
Physics stability score achieved
< 3s
Time to validated plan
$187k+
Projected annual savings (reference)
Robot & cell showcase

See it run — independently.

A full library of the reference cell building pallets on its own. Start with ten curated cells, browse every view, or walk the feature story — click any image for measurements and the technical breakdown.

SWIPE OR DRAG · CLICK ANY CELL FOR MEASUREMENTS & TECHNICAL DETAIL

Built for the toughest environments

Solutions that win in every vertical

Food & Beverage

High-volume, hygiene-critical, mixed cases. Validated patterns + full traceability for audits.

E-commerce & 3PL

Extreme SKU variety. Peak season ready. Maximize cases per pallet and reduce truck rolls.

Pharma & Medical

Compliance-first. Audit logs, validated stability, CFR-ready exports. Zero risk tolerance.

Consumer Packaged Goods

Multi-SKU lines. Fast changeovers. Consistent high-density pallets that protect brand and margins.

Get started

Ready to turn palletizing into a profit center?

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 DEPLOYMENT METRICS INCLUDED