Just walk out as you leave the shop by Amazon’s Just Walk Out technology

14

October

2022

5/5 (1)

The process of doing groceries has already changed quite a lot in the recent decade. Self-scan checkouts are common in almost every supermarket, groceries can be ordered online and picked up without even entering the supermarket and recently there is the rise of flash delivery services. For all these innovations human intervention within the grocery process is still needed. There are for example still cashiers available near self-scan checkouts.

This is what makes the Amazon “Just Walk Out” technology so unique. It creates entirely cashierless stores, called AmazonGo, where zero physical presence of employees is needed. A customer enters the shop and then scans a QR code with the AmazonGo app. Then the customer can grab anything he wants from the assortment and put it in his bag. There is no need to scan any of the products. Throughout the whole store cameras are placed that have an overview of each product. With computer vision based on deep learning algorithms every product that a customer grabs can be traced and put in the virtual shopping cart of the concerning customer. Even if a customer grabs a product and puts it back later, the computer vision will recognize this action and remove the product from the virtual shopping cart. If the customer has all the groceries, he can just leave the store without any interaction with checkouts. There is even no need to scan a QR code again. The costs of the groceries will automatically be charged from the customer’s AmazonGo account (Amazon, n.d.).

Besides the usage of the technology within its own AmazonGo stores, Amazon also provides Just Walk Out technology to other retailers like Hudson, a large travel retail in North America. This so-called “Hudson non-stop” store was firstly introduced at the Dallas Love Field airport in 2021 (Berthiaume, 2022). Especially for these airport shops the technology is very suitable. They key function of them according to Amazon is removing any friction. At airports passengers might be in a hurry and want to grab something to drink really fast. This makes these “frictionless” stores a perfect fit for the passengers’ needs.

The usage of the Just Walk Out technology might radically change the way how people do groceries. However, it is important to mention that it is only used in small-sized stores currently and has not been introduced in large-sized supermarket. The question therefore is how impactful this technology might be for such supermarkets in the future.

References:

Amazon. (n.d.). Just Walk Out. Bringing Just Walk Out Shopping to Your Stores. Retrieved October 14, 2022, from https://justwalkout.com/

Berthiaume, D. (2022, September 29). Hudson opening two frictionless stores at LAX, one with Just Walk Out. Chain Store Age. Retrieved October 14, 2022, from https://www.chainstoreage.com/hudson-opening-two-frictionless-stores-lax-one-just-walk-out

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AiScout: scouting any player from all over the world using AI.

11

October

2022

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The process of scouting football players has already changed quite radically in recent years. Data analytics has become more and more important in this domain. The WyScout platform is an example of such a platform that utilizes data analytics in order to help scouts, managers, and journalists detect new and interesting players. Almost every big football club also already has a team of data analysts on board. 

However, Wyscout and other comparable platforms are very sophisticated, they are purely focused on scouting professional players while players at lower levels are often ignored. Measurable data like for example goals scored, passing accuracy, interceptions made and chances created is taken into account. These types of data can only be obtained from players that play their games in front of video cameras. As a result, the use of data analytics mainly focuses on professional teams and players. Youth academy players and players in lower divisions are often ignored in this way of scouting.

AiScout addresses this issue. As the name already reveals, it is a scouting platform based on Artificial Intelligence. It has already been recognized by the FIFA and has won a World Football Summit award for innovation (Burnley Football Club, 2022). In the AiScout app any individual footballer can participate in so-called trials. These trials can be set up by professional football clubs, national teams, university teams or by the platform itself. In the trials participants must complete several football-related tasks like dribbling past cones or kicking the ball multiple times against a wall. Also purely physical tasks like doing pushups or a 10 meter sprint can be elements of a trial. All tasks can be executed at any location by any player in the world, as long as they have the AiScout app that will monitor the participant during the trial. Before a trial is released to the general public the club’s players first complete the trial. In this way the club has a benchmark so that the results of participants can be analyzed with help of the results of players that are already at the club. This makes the acquired scores way more meaningful for clubs (World Football Summit, 2022).

Several clubs have already set up trials, predominantly for scouting youth players. Burnley, at the moment of the trial a Premier League club, was one of the first to do so and the results were quite promising. During the Burnley trial around 12,000 players were analyzed. These players came from 125 different countries. 24 of all these analyzed players were assessed in real life by Burnley scouts. 4 of them were even directly invited for extended week-long trials at the clubs training ground (Burnely Football Club, 2021).

This shows that AiScout can offer a great podium to currently undiscovered, young football talents. It could be a very useful and efficient addition to clubs’ scouting system, since it can analyze a huge amount of players from anywhere around the world without the need to see the players face-to-face.

The video below illustrates how AiScout works.

References:

Burnely Football Club. (2021, May 17). Club Welcomes AiSCOUT Trialists. Burnley Football Club. Retrieved October 11, 2022, from https://www.burnleyfootballclub.com/content/aiscout

Burnley Football Club. (2022, July 25). CLUB ANNOUNCE AISCOUT AS OFFICIAL PARTNER. Retrieved October 11, 2022, fromhttps://www.burnleyfootballclub.com/content/club-announce-aiscout-as-official-partner

World Football Summit. (2022, April 21). Understanding AiSCOUT and how it’s revolutionising football scouting. Retrieved October 11, 2022, from https://worldfootballsummit.com/understanding-aiscout-and-how-its-revolutionising-football-scouting/

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