Industry & Manufacturing

Automation for the work fixed systems can't handle

We build adaptive human-robot automation for industrial operations — cells that take on hazardous work, robots that learn new tasks straight from your operators, and AI agents that plan work around ROI. Proven on the line with SUEZ.

Sector

Industry & Manufacturing

Deployment

Edge · on the line

Flagship case

SUEZ WEEE dismantling cell

What we solve

Every unit is different

Brands, models, sizes and damage states vary endlessly. Fixed automation and classical machine vision were built for repetition — and fail the moment the parts stop repeating.

Hazardous, repetitive manual work

Heavy parts, sharp edges, electrical risk. These stations injure people, and they are getting harder to staff every year.

Reconfiguration that eats the ROI

Every product change means integrators on site and the line standing still. Automation that only specialists can re-program never pays back.

Automation that is blind to value

Conventional systems execute whatever they were programmed to do. They cannot judge which action is actually worth taking.

What we deliver

One adaptive automation stack, delivered as a working system on your line.

Human-robot cells that handle variability — vision built on generative pose estimation locates parts it has never seen in that exact state, the robot takes the hazardous steps under ISO/TS 15066 adaptive safety, and the operator stays in command.
Robots your own people can teach — operators demonstrate a task and the system turns it into a reusable robot skill. Reconfiguration in hours, without integrators.
AI agents that plan work around ROI — the system decides what to process, recover or skip based on the value of each action, and logs every unit for full traceability.

Flagship case

Industry & Manufacturing · Use case

SUEZ — human-robot dismantling cell for WEEE recycling

−53%

hazardous manual contacts

−50%

cell setup time

100%

operator-verified traceability

80%

operator acceptance

Dismantling end-of-life appliances means handling high-voltage capacitors and heavy transformers — hazardous work on units that are never twice the same. With SUEZ, we built a cell where the robot takes the dangerous steps and the operator stays in command, validated in production conditions at a SUEZ facility in France.

Read the full case study

Looking for mobile robots that inspect and operate out in the field? See AI for Robotics

Runs on your line, not in the cloud

All perception and control runs on hardware inside your facility — millisecond responses for safety-rated interaction, no dependency on cloud availability, and no production data ever leaving the site. Like everything we build, data sovereignty is designed in, not bolted on.

Automate the line everyone said couldn't be automated

Tell us about your most variable, most hazardous process — we'll show you what an adaptive human-robot cell can take over.

Book a Demo