Amazon credits AI-driven enhancements and mathematical optimizations for Locker growth

0
77


At breakout session during Amazon’s re:MARS conference in Las Vegas, Samyukta Sethuraman, a senior research scientist at the Seattle company’s cross-disciplinary AI team, gave an update on Amazon Locker, Amazon’s self-service parcel delivery service. She revealed that Locker usage is growing at a steady clip, and that thanks to machine learning, it’s becoming both more consistent and more reliable.

For the uninitiated, Locker allows shoppers to select physical lockers located in shopping centers, business parks, gas stations, and convenience stores as their delivery address, and retrieve their orders at that location by entering a unique pickup code on the locker’s touch screen. Customers can choose among several delivery options (e.g., same-day, next-day, and 3-5 days) and packages stay in lockers for a maximum of six days.

On the growth front, Sethuraman says that in 2018, there were between two and five times the number of Lockers and Locker deliveries in regions where Locker is available (the U.S., U.K., and E.U., and Canada) versus 2016. In fact, Amazon is forecasting that by 2021, there will be more than ten times the number of Lockers and close to 30 times the number of deliveries compared to three years ago.

As of December 2017, Lockers were available in over 2,000 locations in more than 50 cities. In the U.S., they’re in retail stores such as 7-Eleven, Spar, and select Whole Foods stores, and in the U.K., Amazon has a partnership with Co-operative Food and Morrisons.

When an Amazon Locker reservation comes in, a real-time decision-making system determines whether the package will fit in the selected locker by predicting occupancy on the estimated delivery date, taking into account current occupancy. If the current occupancy and the new package is equal or less than the anticipated two-day capacity reservation, the delivery is allowed to go through; if not, it’s rejected.

Amazon Locker

Above: Successful Amazon Locker deliveries, charted.

Image Credit: Kyle Wiggers / VentureBeat

Locker rejections aren’t always justified, which poses an ongoing problem for Sethuraman and colleagues. Sometimes, there’s a package size mistmatch or incorrect ship option capacities to contend with, or unanticipated safety factors, issues with package consolidation, complicated multi-cart orders, and product return reservations.

However, thanks to a combination of AI-driven enhancements and mathematical optimizations that rolled out into production last year, the volume of successfully fulfilled Locker deliveries during peak 2018 increased by 19.5% year-over-year in the U.S., 7.5% in Italy, and 16.1% in France.

“We’ve improved the experience of millions of Amazon customers,” said Sethuraman.

Amazon delivers packages to customers in an increasing number of places. In April, months after it began making deliveries to the trunks of GM and Cadillac vehicles in 37 cities via Key In-Car, the company teamed up with Ford to bring the service to the automaker’s cars.

Earlier in the year, Amazon expanded Key for Garage — a keyless delivery option that allows couriers to drop off packages in carports when residents aren’t around — to a host of new U.S. cities, including Charlotte, North Carolina; Columbus, Ohio; Fresno, California; Las Vegas, Nevada; Oklahoma City, Oklahoma; and Virginia Beach, Virginia. And in January, it announced that Key by Amazon — which allows those same couriers to leave packages inside of homes — would work with new third-party smart locks from Schlage and others.

On the commercial side of the equation, there’s Key for Business, a fob for delivery drivers that enables keyless entry to offices and corporate properties. Building managers and landlords can give controlled access to drivers and monitor entries or impose limits on delivery hours, and Amazon says it works with most building access systems.

Currently, Key for Business is available to “hundreds” of buildings across the U.S., including apartments owned by WinnCompanies, Avalon, and Kettler. It builds on Hub, a delivery solution Amazon launched in June 2018 with properties owned by Fairfield Residential, Pinnacle, J.P. Morgan Asset Management, Equity Residential, and others.

At the time, Amazon said that more than 500,000 customers in New York, San Francisco, and across the country had access to Hub, which recruits on-site property staff to sign for shipments from Amazon and other shops and websites.



Source link

ОСТАВЬТЕ ОТВЕТ

Please enter your comment!
Please enter your name here