WIMRobotics
§S0 ServicesDOC WR-SITE-02 · REV 2026-11

One stack · three ways in

Pick the door that matches your end value.

Each service is written as a spec sheet: who it is for, what you get, what we need from you and how it ends. Every one starts with a fixed-scope step that measures your own baseline.

§S1 Forward deployed engineeringFor AI & robotics teams
AI & robotics teams

Ship your robot to the customer site with timing you can prove.

Your model outputs actions at 10 to 30 Hz. Your robot needs a stable command at 1 kHz. PLEM is the layer in between. Our engineers put it on your hardware and tune it with your team.

−77%
path error, commercial 7-axis arm, same host
Field test · Oct 2026
≤1.2µs
EtherCAT loop jitter on Jetson after the clock fix
Blog · 2026-10-10
SpecDetail
ForHead of robotics, deployment or field engineering lead, founding engineer at a foundation-model, humanoid or mobile-manipulation company
TriggerA paid pilot or customer deployment is coming and the arm still shakes, lags or misses deadlines on the real hardware
You getReal-time audit of your Jetson (kernel, CPU and IRQ isolation, thread priorities) · action streaming, delay compensation, trajectory shaping, IK · drivers and ros2_control plugins for EtherCAT, CAN-FD, RS-485 actuators · vendor-SDK bridges · bring-up with your engineers
First stepThe 3-day bring-up: day 1 we measure where the time goes, day 2 PLEM goes on your Jetson, day 3 your policy runs at 1 kHz with a before/after report
DeliverableTiming report with raw logs, integration code in your repo, PLEM real-time layer licensed per robot with updates
We needRobot or a copy of it, remote access or a 60-second log, one engineer on your side
HandoverYour models, data and application code stay yours. PLEM is WIM technology, licensed per robot

Send us a log →

Language task → policy on Jetson AGX Thor → IK → EtherCAT 1 kHz. Pipeline demo on our bench.
Dual-arm handover on a humanoid upper body, Nov 2026
Measured tool-tip path, vendor planner versus our real-time layer
Raw plot from the 7-axis arm test: vendor planner vs our layer
§S2 System integrationFor machine builders, integrators & labs
Builders & integrators

Say yes to the AI cell your customer asked for, and hit your FAT date.

We take the one high-speed, vision-guided or multi-robot segment the standard cell cannot hold, and leave the rest on your customer's standard. You keep the customer.

30+
sites running our controllers and cells
Delivered
3yrs
on one machining line, repeat orders every year
2024–2026
SpecDetail
ForMachine builders, system integrators and research labs that need cells built around their equipment
TriggerA customer asks for AI, vision or multi-robot work outside your standard cell, or a cell fails acceptance on timing
You getCell design and simulation before steel · bridges to Yaskawa (MotoROS2), KUKA, collaborative arms, EtherCAT CiA 402 drives, ROS 2 · vision and grippers · PLC interface · commissioning and acceptance test · our W-RC controller where one box must run AI and motion
First stepRemote review of one cell, fixed scope
DeliverableDesign package, fixed quote, cell built to written pass criteria, acceptance report
CommercialSubcontracted under your name if you prefer · milestone billing
On siteIn the U.S., our engineers install, commission and service on site under the equipment purchase contract
LabsLab integration: research arm sets on W-RC and PLEM with live tuning and 100+ telemetry signals

Send us a cell description →

Tool changer and pneumatic gripper on an industrial arm
Tool changer and gripper on a deburring cell
Multi-robot cell in simulation
Cell in simulation before hardware is ordered
Bin-picking cell, simulated with structured light and an industrial arm interface
Live tuning screen with telemetry plots
Live tuning UI for lab arm sets
§S3 Automation consultingFor factory owners & plant leaders
Factories

We turn your line into physical AI.

Start by knowing what one station costs you per shift. We time the station you worry about, simulate the cell you would buy, and give you a phased plan with a cost and payback band. If we build it, the fee is credited to the order.

SpecDetail
ForPlant managers, operations and manufacturing engineering leads, owners of mid-size plants
TriggerOne station limits shipments, hiring for it is hard, or a robot bought earlier never reached its rate
You getStation timing (waiting, stops, rework) · process study · simulation of the proposed cell (reach, layout, interference, cycle) · phased plan with cost and payback band · list of what to buy and what to keep
First stepStation assessment, fixed scope. The fee is credited to the build
DeliverableBaseline report with your numbers, simulated cell, phased plan you can take to budget
BuildWith your integrator or with us, on your existing robots and PLC where possible

Describe your station →

Factory digital twin with cutting, inspection, picking and transport
Factory twin: cutting, inspection, sorting, machining, palletizing and AMR transport, simulated end to end
Detection boxes on mixed waste on a conveyor
Vision on the line, detection at conveyor speed
Robotic deburring cell
Deburring cell on the customer's existing controller
§S4 LifecycleWhich service fits which phase

From study to production, one team.

You can enter at any phase. The engineers who measured your baseline are the ones who commission the cell.

PhaseWorkServiceExit
0 · StudyProcess study, simulation, feasibilityConsultingBaseline report · go / no-go
1 · PrototypeBring-up on your hardware or a lab cellFDE · ConsultingDesign review · fixed quote
2 · PilotOne cell, in your workflow, measured before and afterFDE · IntegrationPass criteria met
3 · ProductionCommissioning, acceptance, training, supportIntegrationAcceptance report
§S5 TermsHow we work together
01

Fixed scope first

Every engagement starts with a time-boxed, fixed-price step. Scope, schedule and price come before any commitment to more.

02

Milestone billing

Advance on contract, interim on design or installation milestone, final on acceptance.

03

Ownership in writing

Work built for your application is yours, handed over with documentation and training. PLEM and the W-RC controller are licensed per robot, with updates included.

04

Weekly evidence

Measurements, not status reports: what we changed, what moved, what is next.

05

Time zones

For U.S. Pacific teams, our morning overlaps your afternoon; the rest runs async, plus site visits planned into scope.

06

What we need from you

Process and equipment details, one point of contact, and access for measurement and acceptance.

§S6 FAQBefore the first call
Do you replace our robots or controllers?

We start from what you have. Where a robot or cell needs AI inference and real-time motion together, our controller, a Jetson running PLEM, does both on one board.

Which robots and fieldbuses have you worked with?

EtherCAT (CiA 402) drives, CAN-FD and RS-485 actuators, and commercial arms through their own interfaces, including Yaskawa controllers through MotoROS2 and collaborative 7-axis arms through their streaming APIs. Ask us about yours.

Can you work on site in the U.S.?

Yes, for defined engagements. Most work starts remotely and site visits are planned into the scope. In the U.S., installation and service on site are tied to the equipment purchase contract.

How fast can you start?

A remote baseline can start as soon as we have logs. Send them with your first message.

§S7 Next stepEngineer to engineer

Tell us which door is yours. We reply with the first measurement we would take.