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Walmart Deploys AI Tools to Reshape Retail and Workforce

Highlights

  • Walmart focuses on specialized, in-house AI to drive operations efficiency.

  • AI initiatives show measurable logistical improvements and evolving job roles.

  • The retailer maintains transparency on execution risks and workforce impact.

Samantha Reed
Last updated: 15 December, 2025 - 1:20 pm 1:20 pm
Samantha Reed 2 hours ago
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Contents
How does Walmart’s AI strategy differ from competitors?Where has Walmart seen measurable AI impact?What are the workforce implications for Walmart’s employees?

Walmart’s migration to the Nasdaq marks more than just a stock exchange change; it underscores a shift in corporate identity as the company pursues advanced technology strategies to redefine its role in the retail sector. With a market capitalization nearing US$905 billion, Walmart is emphasizing its AI-driven initiatives as core to its future operations. Many retail industry watchers are closely following how the world’s largest retailer uses proprietary artificial intelligence tools to address the complexity and scale of its business. Skepticism remains over whether these innovations will produce lasting results, though the company’s transparency offers some insight rarely seen in the sector.

Recent discussions around Walmart’s AI push contrast with earlier coverage, where the company’s digital investments were highlighted primarily as incremental improvements—such as app enhancements and checkout innovations. Now, Walmart’s emphasis has moved toward constructing unique AI systems, like the Wallaby large language model and “Trend-to-Product” applications. Analyst reviews persistently debate whether Walmart can achieve sustained value beyond the lower-margin realities of its retail core, especially as it seeks to compete for investor attention against established tech companies. Today, the visibility into Walmart’s in-house platforms and measured workforce strategies sets its current narrative apart from prior schedules focused solely on automation and online sales integration.

How does Walmart’s AI strategy differ from competitors?

Walmart is advancing a “purpose-built agentic AI” model, focusing on specialized systems instead of off-the-shelf large language models used by many rivals. Walmart’s CTO Hari Vasudev explained,

“Our approach to agentic AI at Walmart is surgical… agents work best when deployed for highly specific tasks, to produce outputs that can be stitched together to orchestrate and solve complex workflows.”

The retailer’s Wallaby LLM has been trained on years of transactional data, improving various processes from personalized shopping to inventory management. The company also leverages the Element MLOps platform to manage machine learning infrastructure flexibly across multiple cloud providers.

Where has Walmart seen measurable AI impact?

Walmart has shared detailed numbers showing operational improvements. Automation within the product catalogue process updated over 850 million data points, dwarfing what manpower alone could achieve. Supply chain AI cut 30 million miles of travel and 94 million pounds of CO2 emissions, while Digital Twin technology in stores predicts equipment failures weeks in advance. At Sam’s Club locations, AI powers checkout systems that have shortened wait times by more than a fifth, representing concrete service improvements for members.

What are the workforce implications for Walmart’s employees?

The company is candid about AI’s impact on jobs. CEO Doug McMillon stressed,

“It’s very clear that AI is going to change literally every job. Maybe there’s a job in the world that AI won’t change, but I haven’t thought of it.”

Rather than expecting large layoffs, Walmart is reallocating roles and investing in reskilling programs. Employees describe a shift toward more cognitive, problem-solving tasks as automation assumes physical responsibilities. The company’s goal is to maintain its workforce size even as AI automation expands, focusing on job transformation and new skill development instead of outright elimination.

Walmart’s transfer to the Nasdaq has been strategically framed as a reflection of its technology ambitions, with leadership viewing the move as an opportunity to align with companies valued for their digital innovation. Debate continues over whether Walmart’s focus on proprietary infrastructure and agentic AI can yield sustained financial benefits or whether its earnings profile will remain tied to traditional retail metrics. The company continues to invest in technology while publicly acknowledging execution risks, like algorithmic bias and balancing automation with human oversight, often opting for a collaborative “co-pilot” model rather than pure automation.

Walmart’s approach demonstrates that investing in industry-specific AI demands careful planning, robust proprietary data sets, and a willingness to adapt workforce roles at scale. For readers in retail and technology, the company’s example highlights the importance of building custom solutions tailored to specific business needs and preparing organizational structures for significant change. As AI matures and labor roles evolve, businesses considering similar strategies should critically assess both operational impact and employee adaptation. While Walmart’s roadmap is ambitious, its experience suggests meaningful outcomes are possible, but only through sustained investment, transparency, and a clear-eyed view of both benefits and limits.

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Samantha Reed
By Samantha Reed
Samantha Reed is a 40-year-old, New York-based technology and popular science editor with a degree in journalism. After beginning her career at various media outlets, her passion and area of expertise led her to a significant position at Newslinker. Specializing in tracking the latest developments in the world of technology and science, Samantha excels at presenting complex subjects in a clear and understandable manner to her readers. Through her work at Newslinker, she enlightens a knowledge-thirsty audience, highlighting the role of technology and science in our lives.
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