Interview • 07.09.2020

Knowledge is (retail) power

The Germany Research Center for Artificial Intelligence (DFKI) wants to attain knowledge to assist the retail sector and creates digital twins of stores to make it a reality

Knowledge for all retailers - DFKI has launched the Knowledge4Retail (K4R) project series to achieve this goal. The driving force is an open-source platform for complex AI and robotics applications in retail.  

The project relies on a digital replica of a brick-and-mortar retail store, a so-called “digital twin”.

In times of digital transformation, online and offline retail must increasingly blend to become seamless. You have developed a platform that addresses this aspect. How does it work?

The platform is still in the development phase and hasn’t been implemented in retail yet. The goal is to use a so-called “digital twin”, meaning a continuously updated digital replica of a brick-and-mortar store to provide information and create new opportunities for retailers that used to be nearly unfeasible.

Our four application scenarios or use cases showcase the potential of our idea: This includes AI-driven retail shelf optimization – referring to product selection and placement - service robots, smart intralogistics, and a smart refrigerator.

Man in blue shirt and sack
Frederic Kerber is head of the Innovative Retail Laboratory. He answered our questions together with his colleagues from the Knowledge4Retail consortium.
Source: DFKI

What role do IoT data and sensor systems play in this setting?

IoT data and sensors are part of the foundation of our platform. They facilitate information and data transmission to the platform which keeps the digital replica of the store updated. When it comes to robotics applications, they also make it possible for a robot to move, grasp products, and perform its designated tasks.

You just mentioned that you work with a smart refrigerator in one of your use cases. What are you testing in this setting?

To illustrate the transferability of the platform to similar domains, a pilot application shows how the platform can interact with a cashless, smart refrigerator that works according to the “Go” store concept. The smart fridge can autonomously identify, track, manage, and sell its food inventory. The existing solution uses sensors to identify and correlate customers and products. In other words, it recognizes the user and the items that they take out or put back on the shelf. The K4R platform connection facilitates the transfer of the application to brick-and-mortar stores and a similar environment. The emphasis here is on the integration of multiple sensors and IoT data for analysis. This is the basis for real-time inventory management and fulfillment to improve the restocking process, while AI helps analyze consumer buying behavior.

Robot driving through a drugstore.
Source: IAI Institut für Künstliche Intelligenz, Universität Bremen

More about the work of The Germany Research Center for Artificial Intelligence on iXtenso

What insights do you hope to gain for brick-and-mortar retail and how do they advance the industry sector from both a customer and retailer perspective?

Brick-and-mortar retailers don’t have the chance to improve their business unless they have the right data and digital processes since the actual store is a black box. Meanwhile, upstream and downstream processes are typically already well documented.

That’s why retail faces two challenges in this context: first, the recording and digitization of the relevant processes and in-store data and second, the goal-oriented connection of these aspects to build value-creating applications. The Knowledge4Retail project specifically addresses these two points.

What are the benefits for retailers?

The platform makes it easier for retailers to implement smart applications in their stores as they can access a continuously updated pool of digital in-store information and data. This facilitates the smart use of retail data. Our use cases not only show that we can improve the customer shopping experience, but also ease the burden on employees. Since they no longer have to stock shelves, for example, they can now spend more face time with customers.

A look into the future of retail: How will we be shopping 20 years from now?

In some ways, the future of shopping will resemble today’s customer experience – yet it will also be dramatically different in many other aspects. As shoppers, we will have the option to personalize/customize many products from the comfort of our homes and have the items delivered – not necessarily to our home, but maybe to our workplace or loaded directly into our trunk via curbside car-loading for example. That’s because delivery recipients are likely not at their homes anyway. We will buy those products online where we know what to expect in terms of characteristics and where all packages are essentially identical. Conversely, we will continue to buy all products where this isn’t the case in brick-and-mortar stores. This includes fresh produce such as fruits and vegetables, meats, and cheeses, but also products where smell and touch play a crucial role. In brick-and-mortar retail, customer service and consulting will once again be important, allowing retailers to truly understand their customers and provide a positive, personalized shopping experience.

Interview: Katja Laska

related articles:

popular articles:

Thumbnail-Photo: Ask the Bot: generative AI in retail
02.01.2024   #Tech in Retail #food retail

Ask the Bot: generative AI in retail

Revolution in retail: the era of generative AI and AI bots

They are able to analyse data, write product descriptions, answer shoppers’ questions or write codes...

Thumbnail-Photo: Unified Commerce Platform in focus
24.10.2023   #omnichannel #software developement

Unified Commerce Platform in focus

Handover at REMIRA: Dirk Bingler supersedes Stephan Unser as CEO

REMIRA is setting the course for future development of the company: On November 1, Dirk Bingler (48) will become the new CEO of the supply chain and omnichannel software expert headquartered in Dortmund. The previous CEO Stephan Unser (62) moves to ...

Thumbnail-Photo: MPREIS Transforms Operations with Zebra Workcloud Task Management™...
06.11.2023   #customer experience #software developement

MPREIS Transforms Operations with Zebra Workcloud Task Management™ Software Solution

Austrian food retailer to streamline communication in around 300 stores to improve staff engagement, inventory optimisation, and customer satisfaction

MPREIS has around 300 Austrian stores in regions across Tyrol...

Thumbnail-Photo: New German vending partner for ITL
30.11.2023   #Tech in Retail #cash management

New German vending partner for ITL

Innovative Technology (ITL) have recently announced Bernd Boddart as their latest trading partner

Bernd Boddart will be supplying their cash validation and biometric age verification solutions to the German vending market. Bernd Boddart, based in Mönchengladbach, Germany, have 30 years of experience in the field of coffee machines, table ...

Thumbnail-Photo: EuroCIS 2024 - technology special
11.12.2023   #online trading #e-commerce

EuroCIS 2024 - technology special

The latest technology solutions and trends for you and the retail sector

At EuroCIS 2022 from February 27 to 29, 2024, the Leading Trade Fair for Retail Technology, we will be looking at all the important and current topics relating to technology in retail: AI and Machine Learning, Payment, Connected Retail, Seamless Store and Smart Energy Management and many more.

Thumbnail-Photo: Nedap teams with Foot Locker to extend RFID project...
05.10.2023   #omnichannel #software applications

Nedap teams with Foot Locker to extend RFID project

Foot Locker successfully matches supply and demand in newly opened stores in Eastern Europe using RFID technology

Nedap the global leader in RFID solutions, announces that multi-brand sports fashion and apparel retailer Foot Locker has successfully extended Nedap iD Cloud to its new, Eastern European stores. The objective is to offer the best possible ...

Thumbnail-Photo: The global state of autonomous stores
18.12.2023   #Tech in Retail #self-checkout systems

The global state of autonomous stores

The stores are located in various retail segments such as food retail, fashion, electronics, convenience stores and fast food.

In a highly competitive global retail landscape, autonomous stores are an emerging force that addresses changing consumer behaviors, reduces operational costs, improves profitability, and powers revenue growth strategies. Advancements in autonomous ...

Thumbnail-Photo: Out of Stock in Retail and innovative solutions to avoid them...
07.11.2023   #brick and mortar retail #customer satisfaction

Out of Stock in Retail and innovative solutions to avoid them

Due to various events, the availability of goods in retail will be increasingly restricted from 2022, with the result that customers cannot find in food retail the products they wish to buy, because those products are sold out, are temporarily ...

Thumbnail-Photo: Tesco to introduce new scan-free technology on self-service tills at...
03.01.2024   #brick and mortar retail #Tech in Retail

Tesco to introduce new scan-free technology on self-service tills at GetGo store

Seamless Shopping Revolution: Tesco Tests Scan-Free Technology in London

Tesco is trialling an exciting new technology innovation that means customers don’t need to scan their items ...

Thumbnail-Photo: First of its kind accessible checkout unveild by Woolworths, creating...
03.01.2024   #Tech in Retail #cashpoints

First of its kind accessible checkout unveild by Woolworths, creating new employment opportunities

Breaking Barriers in Retail: Woolworths' New Checkout Design for Wheelchair Users

In what is believed to be a world first, Woolworths has unveiled an accessible checkout, designed specifically for team members living with a physical disability, including people who use wheelchairs and other mobility aids such as walkers.The first ...

Supplier

Zebra Technologies Germany GmbH
Zebra Technologies Germany GmbH
Ernst-Dietrich-Platz 2
40882 Ratingen
Captana GmbH
Captana GmbH
Bundesstraße 16
77955 Ettenheim
Innovative Technology Ltd.
Innovative Technology Ltd.
Innovative Business Park
OL1 4EQ Oldham
REMIRA Group GmbH
REMIRA Group GmbH
Phoenixplatz 2
44263 Dortmund