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　　Inc and Shutterfly Inc have used the machines as well, the companies said, as has Walmart Inc, according to a person familiar with its pilot.Walmart started 3.5 years ago and has since installed the machines in several US locations, the person said. The company declined to comment.Interest in boxing technology Airless Bottles Manufacturers sheds light on how the e-commerce behemoths are approaching one of the major problems in the logistics industry today: finding a robotic hand that can grasp diverse items without breaking them.Amazon employs countless workers at each fulfillment center who do variations of this same task. Some stow inventory, while others pick customer orders and still others grab those orders, placing them in the right size box and taping them up.Many venture-backed companies and university researchers are racing to automate this work. While advances in artificial intelligence are improving machines’ accuracy, there is still no guarantee that robotic hands can prevent a marmalade jar from slipping and breaking, or switch seamlessly from picking up an eraser to grabbing a vacuum cleaner.

　　Amazon has tested different vendors’ technology that it may one day use for picking, including from Soft Robotics, a Boston-area startup that drew inspiration from octopus tentacles to make grippers more versatile, one person familiar with Amazon’s experimentation said. Soft Robotics declined to comment on its work with Amazon but said it has handled a wide and ever-changing variety of products for multiple large retailers.Believing that grasping technology is not ready for prime time, Amazon is automating around that problem when packing customer orders. Humans still place items on a conveyor, but machines then build boxes around them and take care of the sealing and labeling. This saves money not just by reducing labor but by reducing wasted packing materials as well.These machines are not without flaws. CMC can only produce so many per year. They need a technician on site who can fix problems as they arise, a requirement Amazon would rather do without, the two sources said.

The super-hot glue closing the boxes can pile up and halt a machine.Still other types of automation, like the robotic grocery assembly system of Ocado Group PLC, are the focus of much industry interest.But the boxing machines are already proving helpful to Amazon. The company has installed them in busy warehouses that are driving distance from Seattle, Frankfurt, Milan, Amsterdam, Manchester and elsewhere, the people said.The machines have the potential to automate far more than 24 jobs per facility, one of the sources said. The company is also setting up nearly two dozen more US fulfillment centers for small and non-specialty inventory, according to logistics consultancy MWPVL International, which could be ripe for the machines.This is just a harbinger of automation to come."A ‘lights out’ warehouse is ultimately the goal," one of the people said.