Amazon. com has installed more than 15,000 robots across 10 US warehouses, in an effort to cut operating costs and get packages out the door more quickly in the run-up to Christmas.

The orange robots, which scoot around the floor on wheels, show how Amazon has adopted technology developed by Kiva Systems, a robotics company it bought for $775 million in 2012.

The robots are designed to help the leading US online retailer speed the time it takes to deliver items to customers and better compete with brick-and-mortar stores, where the bulk of Americans still do their shopping.

The robots also may help Amazon avoid the mishaps of last year’s holiday season, when a surge of packages overwhelmed shipping and logistics company UPS and delayed the arrival of Christmas presents around the globe. Amazon offered shipping refunds and $20 gift cards to compensate customers.

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