Turning Image Recognition and AI into Revenue

Designed for retail leaders and lovers alike, Retail Refined explores the in-store technology of the future, challenges the industry’s preconceived notions, and brings together retail’s biggest names to understand the brand strategies that will define the next decade in retail.

 

While the shelves at stores look appealing to shoppers, they encompass lots of data from retailers and manufacturers. Collecting and analyzing data is critical for the future of retail. Talking about shelf data, host Melissa Gonzalez welcomed David Gottlieb, the Managing Director, Americas at Trax. Trax uses technology solutions to enable stores and brands to obtain intelligence that creates delight at the shelf.

Gottlieb explained that through image recognition and AI, they ultimately help their customers sell more and better, based on what’s going on on the shelf. That includes metrics called “shelf pulse.” He said, “It’s taking photographs from the store and turning unstructured data to structured, which generates interesting metrics.”

“The change of space in grocery stores will occur, and we could see a more experiential shopping journey with more kiosks and a restaurant feel” – David Gottlieb

Those metrics can be basic, like is the item available to much more granular like a store’s private label versus national brand coverage.

The shelves in grocery stores look different now, forcing pivots by the industry. “Retailers are doing what they can with the constraints of availability while manufacturers are learning about opportunities and product needs,” Gottlieb noted.

With powerful data, manufacturers can make better allocation decisions of products to meet most consumer demands. Retailers are discovering how to support as much consumer need as possible, trimming categories to focus on must-have items.

Trax is also using augmented reality (AR) to streamline data collection. Manufacturers and retailers can use the tools, which eliminates human error and offers near real-time information.

Other advanced technologies they’re implementing include automation and robotics. These tools add value and don’t take away jobs. They enable associates to focus more on customer experience, which Gottlieb believes will be a big trend moving forward. “The change of space in grocery stores will occur, and we could see a more experiential shopping journey with more kiosks and a restaurant feel,” he said.

Listen to Previous Episodes of Retail Refined Right Here!

Follow us on social media for the latest updates in B2B!

Twitter – @MarketScale
Facebook – facebook.com/marketscale
LinkedIn – linkedin.com/company/marketscale

Follow us on social media for the latest updates in B2B!

Image

Latest

Radar
Physical Retail’s Next Infrastructure Layer: Item-Level Intelligence with Radar
June 4, 2026

Physical retail is under pressure to become as measurable and responsive as e-commerce. While retailers have spent years optimizing digital channels with real-time data, store teams have often had to make decisions with incomplete inventory visibility and delayed operational signals. That gap matters because stores still account for 80% of U.S. retail sales, making…

Read More
Healthcare in Pakistan
From Institutional Excellence to Population-Level Access: How Pakistan Can Bridge Its Healthcare Divide
June 1, 2026

Healthcare systems are under pressure almost everywhere, but the strain is especially visible in lower-resource settings where demand is rising faster than infrastructure. In Pakistan, that pressure is playing out across a system that has to serve more than 250 million people with limited public investment. Public health spending remains below 1% of GDP,…

Read More
Engineering
Scaling Experiential Learning in the Curriculum: How Iron Range Engineering Transformed Engineering Education
June 1, 2026

Engineering has transformed nearly every part of modern life, from the phones in our pockets to the systems powering global industry. But the way engineers are educated has often moved far more slowly than the profession itself. Employers are asking for graduates who can navigate ambiguity, communicate across teams, and contribute meaningfully from the…

Read More
vascular surgeon
When Geography Meets Purpose: How One Move Reshaped a Vascular Surgeon’s Career
May 28, 2026

Medicine isn’t what it used to be—not for the people practicing it. Independent physicians are becoming the exception, not the norm, as more doctors move into hospital systems, corporate groups, and academic networks. At the same time, the pipeline of specialists isn’t keeping pace with growing patient needs, particularly in complex fields like vascular…

Read More