Bright key facts / Deployed

A warehouse robot that knows when to stop squeezing.

Amazon describes Vulcan, a fulfillment-center robot that combines vision with force-feedback sensors to pick and stow items in crowded inventory bins and hand difficult cases to a person.

AI’s role
Physical-AI systems identify items and available space, while force-feedback sensors guide how the robot pushes, grips, and stops before damage.
Documented result
Amazon says Vulcan was working at fulfillment centres in Spokane, Washington, and Hamburg, Germany, on top storage rows. Amazon reports it can pick and stow about 75% of item types stored in its centres at speeds comparable to frontline employees, and can ask a human partner to take over an item it cannot move.
Important limitation
The source does not display a specific publication day, so this artifact intentionally leaves the date null rather than infer one from secondary indexing.

Source published date not established · Bright published 2026-09-07 · Evidence and limitations

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