Skip to content
MarketScale
‹ Back to Industries

Retail

How Big Data Changed Fulfillment and Inventory in Retail

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.   Retailers learned many lessons in 2020 relating to the “new” in-store experience. This knowledge now shines…

This story was produced through MarketScale. See how Retail teams put it to work with Sales Enablement.

Share

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.

Retailers learned many lessons in 2020 relating to the “new” in-store experience. This knowledge now shines the light on what’s to come regarding inventory accuracy, flexible fulfillment, and more trends. Sharing thoughts on these subjects and the role of technology is Tim Kane, Retail Solutions Consultant for North America, Zebra Technologies. Zebra supports retailers with devices and solutions for inventory, fulfillment, operations, the customer experience, and analytics.

“The biggest lesson learned from 2020 is how quickly retailers could respond. In early March, when the pandemic was becoming a reality, retailers made immediate changes associated with digitizing. One customer advised me they had made 147 operational changes from March to May, and that’s incredible,” Kane said.

With the acceleration of adaption and technology growth, analytics becomes more vital for retailers. “There’s so much more data to capture than just POS. There are shelf cameras and robotics that can capture data and feed it to a machine learning engine. It can then send tasks to store managers and associates about inventory gaps,” Kane explained.

These new tools are elevating the role of store associates. They can focus on more high-level work, while technology automates simple, repetitive tasks. That’s especially beneficial for grocery stores. Customers can use devices to scan products themselves and pay for a frictionless experience. Associates can use them to pick and process orders. “The technology can also track when the customer is nearing the store for pickup when they arrive, and what spot they’re in; all creating a positive experience at curbside,” Kane explained.

Micro-fulfillment for grocery is becoming very sophisticated, learning on technology, as well. “The most expensive parts of online grocery are the labor to pick and the delivery. Now grocery stores are automating this with robotics. They are then partnering with delivery services to reduce costs but meet customers where they are.”

Listen to Previous Episodes of Retail Refined Right Here!

New to MarketScale?

MarketScale is the platform Retail companies use to turn their own experts into content like this. Want the short overview?

Free workspace

You just read one expert. Imagine publishing your whole team.

This article was produced through MarketScale. Create a free workspace and turn your own team's expertise into articles, video, and social posts. No credit card, no demo required.

NPS +73 · 1,000+ creators · 38+ countries

What you get, free

Your own MarketScale Studio workspace
One video edit a month, on us
AI writing, editing, and publishing tools
In-platform coaching to learn the system

More Retail Insights

B2B ecommerce pulse: AI agents, marketplace expansion, and digital investment drive mid-2026 momentum

B2B ecommerce pulse: AI agents, marketplace expansion, and digital investment drive mid-2026 momentum

B2B ecommerce is accelerating into the second half of 2026, driven by concrete AI deployments, marketplace expansions, and measurable gains from digital investment. The global B2B ecommerce market reached $20.4 trillion in 2024 and is forecast to hit $36.1 trillion by 2031, providing the macro backdrop for a string of notable mid-year developments. Kawasaki Engines USA's reported 500% average-order-value increase and Global Industrial's 9.2% Q1 sales growth illustrate the real-world stakes of getting digital infrastructure right.

  • 01Kawasaki Engines USA reported a 500% increase in average order value through its B2B ecommerce channel, according to Digital Commerce 360's coverage of Salesforce Connections 2026.
  • 02The global B2B ecommerce market reached $20.4 trillion in 2024 and is projected to reach $36.1 trillion by 2031, per Grand View Research via Creatuity.
  • 0372% of organizations reported adopting AI in at least one business function in 2025, up from 55% in 2023, according to McKinsey's State of AI report.

Jun 18, 2026

Zero-click commerce arrives: AI agents set to intermediate $15 trillion in B2B purchases by 2028

Zero-click commerce arrives: AI agents set to intermediate $15 trillion in B2B purchases by 2028

Gartner predicts that AI agents will intermediate $15 trillion in B2B purchases by 2028. As a result, businesses will need to reconsider their approaches to data management, discovery, and digital infrastructure. This shift indicates a significant transformation in how B2B transactions are conducted using AI technology.

  • 01AI agents will manage $15 trillion in B2B purchases by 2028.
  • 02Businesses must revamp data, discovery, and digital infrastructure.
  • 03AI technology is changing the landscape of B2B transactions.

Jun 17, 2026

Zero-click commerce: AI agents set to intermediate $15 trillion in B2B purchases by 2028

Zero-click commerce: AI agents set to intermediate $15 trillion in B2B purchases by 2028

A Gartner projection cited by commercetools places $15 trillion in B2B purchases under AI agent mediation by 2028, pushing procurement entirely past the traditional vendor storefront. Adobe Digital Insights data shows AI-referred traffic already converts 42% more often than non-AI visits as of March 2026 — a full reversal from a year earlier. Together, the figures signal that agentic and AI-assisted commerce have moved from pilot phase to structural infrastructure priority for B2B organizations.

  • 01Gartner forecasts AI agents will intermediate $15 trillion in B2B purchases by 2028, according to commercetools — compressing the timeline for commerce infrastructure upgrades.
  • 02Adobe Digital Insights found that AI-referred traffic converted 42% more often than non-AI traffic in March 2026, reversing a trend from just one year prior.
  • 03Only 18% of B2B companies describe their AI commerce maturity as 'advanced,' according to Boston Consulting Group, leaving most organizations exposed to fast-moving competitors.

Jun 17, 2026

Explore More Retail Insights

Read more expert perspectives from across Retail.

Browse Retail Hub