Sudo Tech shows 10+ embodied AI skills at WAIC and ties them to a real CATL line

机器之心 · wechat · 2026-07-21

Sudo Tech showed 10+ embodied skills at WAIC and tied them to a real CATL production line

At WAIC 2026, Sudo Tech turned its booth into two testbeds: a fully open “life” area where visitors could challenge robots with random objects and a factory demo area showing a lithium-battery module assembly line. The article argues these are not staged demos, but two exams for the same system: open-environment generalization on one side, industrial robustness on the other.

What Sudo says it has built

The company says it has expanded from a single grasping capability into a 10+ skill stack in about three months, covering grasping, placing, insertion, assembly, soft material handling, mobile manipulation, and multi-robot collaboration.
Its approach emphasizes a full-stack embodied AI loop: simulation, data, model, robot hardware, motion control, evaluation, and real-world deployment.
The data strategy mixes internet video, teleoperation, UMI, egocentric data, and simulation, rather than relying on simulation alone.
Its internal world model focuses on predicting next physical dynamics, not just the next pixel.

Why the booth matters

In the open demo area, visitors could freely move objects, change targets at the last second, and otherwise stress the system.
The company says failures were not hidden; the robot could re-identify, re-plan, and retry on the spot.
In the industrial area, the battery-module assembly workflow mirrors a real collaboration with CATL, where the article says the same platform is being validated in production-like conditions.

Commercial logic

Sudo frames its industrial pitch as “one robot, many skills” so a single system can cover multiple stations and improve ROI.
It also argues for keeping customer process details private by decoupling generic robot skills from factory workflows.
The article says the first station in the project has passed POC validation, with industrial grasping success rates above 99.5%.

Overall, the piece positions Sudo as a full-stack embodied AI company trying to move from impressive grasping demos to reusable, deployable factory capabilities.

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Sudo Tech shows 10+ embodied AI skills at WAIC and ties them to a real CATL line

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