WIMRobotics
§W0 WorkDOC WR-SITE-03 · REV 2026-11

Case file · customer names withheld

Different floors. The same habit: measure, fix, hand over.

Every case below comes from a delivered project, a registered patent or a published field test. Each one lists the equipment involved, so you can match it to your own floor.

§W-US United StatesMichigan · California · 2026

In the U.S.: a controller license in Michigan, a field test in California.

Delivered by the same engineers who build the stack.

WhereWhat
Michigan · 2026An automotive parts company licensed our W-RC robot control software to develop and operate its own robot systems. Perpetual license with 12 months of remote support.
San Francisco Bay Area · Oct 2026Four-day field test on a robotics company's commercial 7-axis arm: 77% less path error with our real-time layer on a Jetson. Case 03 →
§W1 Case 01Aluminum die-cast parts manufacturer · Korea · 2024–2026
Fenced robotic deburring cell with industrial arm, spindle and tool changer
Deburring cell on the customer's existing robot controller
Deburring spindle over a die-cast part
Spindle over a die-cast housing
Die-cast parts in a fixture
Parts and jigs reworked as models changed

Three years of continuous work on one machining line

Situation
A die-cast line (melting, machining, deburring) where parts, jigs and process targets keep changing.
What blocked production
Manual deburring, jigs that did not survive model changes, process data nobody trusted.
What we did
A robotic deburring cell planned in simulation, with paths generated by a GPU motion planner and streamed to the customer's existing Yaskawa DX200 through a MotoROS2 proxy past its 200-point limit. Vision jigs, grippers and part feeders reworked as parts changed. Furnace, coolant and thermal-camera sensors with data acquisition, PID tuning and PLC fixes.
Result
Repeat orders in 2024, 2025 and 2026.
Equipment
Yaskawa DX200 · MotoROS2 · vision jigs · pneumatic tool changer · PLC
§W2 Case 023PL export logistics center · Korea · 2024–2026
Export line flow from size and weight check to container loading
Line flow, schematic of the delivered line. Boxes up to 60 cm, 2 kg.

An export line from scan to container

Situation
Small cosmetics and apparel boxes for export had to be measured, labelled, checked and loaded in one continuous flow.
What we did
One line: conveyor dimension-and-weight check, RFID auto-labelling, product scan gate, pass/reject diverter, palletizing, pallet scan gate and loading into a 20 ft container. Designed, built and delivered by WIM, followed by a second development phase.
Result
Delivered in 2026; performance certificate issued by the customer.
Equipment
DWS · RFID labeller · scan gates · diverter · palletizer
§W3 Case 03Robotics company · San Francisco Bay Area · field test · Oct 2026

77% less path error on an arm we didn't build.

A robotics company's 7-axis arm lagged and chattered under streamed commands. We put a hard real-time layer on a Jetson in front of the unmodified arm and measured on site for four days.

FIG W3 · Tool-tip path error, RMSmm · same host · lower is better
0123mm Figure-eight165 mm/s 1.154 0.267 Weave3D path 2.58 0.576 Stress1,000 mm/s 3.25 0.86
CH2 naive streamingCH1 WIM real-time layer
SOURCE Engineering blog, "Time is a control input", 2026-10-23, with raw plots.
Arm
Commercial 7-axis collaborative arm, unmodified, with F/T sensor, gripper and a 1.57 kg swinging load
Host
Jetson AGX Orin, PREEMPT_RT, one isolated CPU at SCHED_FIFO 80; isolated CPU wake-up max 5 µs
Method
Joint streaming at 250 Hz, feed-forward on the measured loop delay (6.17–6.96 ms over 14 sine sweeps), S-curve shaping
Against the built-in planner
1.57 s behind plan → on time · 30 runs, zero controller errors
Production run
21,591 cycles, wake-up lateness p99 0 µs
Raw plot of figure-eight tool path, vendor planner versus WIM layer
Raw plot · figure-eight with load, built-in planner vs our layer
Raw plot of path error versus speed up to 1000 mm/s
Raw plot · error vs speed, up to 1,000 mm/s
§W4 Case 04Logistics customer · Japan · 2025
Parcel Sizevision Barcodesame frame Weightpaired by time One recordto the customer's system
Single-pass measurement flow, schematic

Size, weight and barcode in one pass

Situation
A logistics operator needed parcel dimensions, weight and identity captured together at line speed.
What we did
Vision logistics software that measures size, reads the barcode and pairs both with the weight in a single pass.
Result
Software delivered in 2025 under a licensing and support agreement.
§W5 Case 05Recycling line · Korea · 2023–2025
Delta robots over a waste sorting conveyor
Delta pickers over the sorting conveyor
Detection boxes on mixed waste
Detection on the moving belt
Delta picker suction end-effector
Suction end-effector

Vision-guided sorting at conveyor speed

Situation
Mixed recyclables arrive at 0.5 m/s and have to be picked by type within a 50 ms budget.
What we did
Delta-type sorting robots with object detection and speed estimation, so the picker meets each item where it will be, not where it was. Detection rebuilt with TensorRT FP16 and DeepStream on Jetson.
Result
First line running in 2023; robotic sorters then delivered to a national research institute in two stages (2024, 2025). On the line, detection went from 15 to 7 ms per frame (67 → 142 FPS) with accuracy 99.2% → 99.1%. Two Korean patents registered on the sorting device.
Evidence
KR 10-2729148 · KR 10-2717166 · blog 2024-01-18
§W6 Also deliveredKorea · 2024–2026

Controllers and systems running at 30+ sites.

Product deliveries to companies, national institutes and universities. Item names only.

YearDelivered
2026Integrated controller for a multi-axis industrial robot cell
2026Welding-system controller and components
2026Dual-arm robot system for teleoperation
2026AMR-to-equipment interlock I/O module
2026Tool-changer integrated board
20266-axis research and teaching arm systems on our controller, for universities
2025Control module for a fire-fighting robot ground station
2024–2025Deep-learning robotic sorter, two stages
OngoingPainting control system and food-processing automation, in progress
Multi-robot bench on one Jetson controller, demo
Panel of EtherCAT boards
EtherCAT boards, panelized
Board under functional test
Every board tested live before shipping
§W7 Next stepEngineer to engineer

Have a similar cell? Tell us what it does today and where it loses time.