Drive Growth, Agility, and Intelligence With AI
AI is reshaping the retail and consumer packaged goods (CPG) industry—and NVIDIA is at the forefront of this transformation. Today, nine out of 10 retailers are deploying AI to optimize operations, personalize customer experiences, and empower associates to do more with less.
Powered by NVIDIA’s full-stack AI platform and a global ecosystem of partners, retailers and CPG brands can deploy advanced solutions—ranging from generative AI to agentic AI to physical AI, automating complex workflows and decision-making across the enterprise.
From omnichannel to intelligent supply chains to intelligent stores, we’re helping to build the next era of retail: scalable, responsive, and deeply customer-centric.
State of AI in Retail and CPG 2026
Discover how industry leaders are using AI to drive measurable business outcomes. The latest survey reveals how retailers and CPG innovators are scaling agentic AI, advancing supply chain intelligence, and transforming productivity, efficiency, and growth.
Executive Retail Sessions at GTC
Discover how retail and consumer packaged goods (CPG) leaders are transforming their businesses with AI. Explore GTC sessions featuring innovators driving efficiency, personalization, and growth across the industry.
Business Segments
Discover How the Retail Industry Is Using AI
Omnichannel Management
Delivering seamless customer experiences.
Retailers are moving to create a fully integrated shopping experience across multiple touchpoints, including brick-and-mortar, web, and mobile devices. Why? Four in five customers shopping in a physical store browse the internet before or during their purchase decision to compare products and offers. Reversely, customers who make online purchases visit a physical store to get a feel of the product and fit. In fact, 73 percent of customers use more than one channel during a single shopping journey. By harnessing the power of AI, retailers can offer an omnichannel experience that increases cart size and builds brand affinity.
Intelligent Supply Chain
Creating smart warehouses.
NVIDIA AI and simulation solutions are delivering better-than-ever efficiency and intelligence to the supply chain, ensuring retailers never miss a beat and can meet customers expectations. With intelligent video analytics, robotics, automation, and management, operations become more efficient, process throughput accelerates, and warehouse robots deliver end-to-end visibility, increasing the accuracy of orders picked, packed, and shipped.
Intelligent Stores
Building smart stores.
With AI, retailers are building intelligent stores that reduce shrinkage, eliminate stockout, and offer visibility into in-store customer behavior to optimize merchandising. Data from cameras and sensors provides valuable analytics that enable smart decision making, improve operations, and increase efficiency. Additionally, the same infrastructure can be used for a faster customer checkout experience, including fully automated checkout systems.
NVIDIA Retail Shopping Assistant Blueprint
Develop agenerative AI-powered shopping assistant that provides interactive customer experiences using retrieval-augmented generation (RAG)—a technique that connects large language models (LLMs) to a company’s enterprise data—and NVIDIA NIM microservices.
Solutions
Industry Technology—From Edge to Data Center to Cloud
Learn about the AI hardware and software for Retail and CPG.
Transform Data Into Valuable Insights
With NVIDIA Metropolis, retailers can improve customer satisfaction, in-store analytics, and business efficiencies. Discover how AI-enabled video analytics are helping build intelligent stores.
Deliver State-of-the-Art Customer Experiences
With NVIDIA RAPIDS™, processes that took days take minutes, making it easier and faster to build and deploy value-generating models. Retailers are using it to provide personalized recommendations with NVIDIA Merlin™ and improve demand forecasting, inventory management, and last-mile delivery.
Drive Innovation With Generative AI
Retailers are racing to adoptgenerative AI to create content and images for brand campaigns, hyper-personalized shopping advisors, ecommerce product descriptions, customer service responses, and more.
SoulbotiX
Create Lifelike Virtual Assistants Using AI
NVIDIA Avatar Cloud Engine (ACE) enables developers to create virtual assistants and digital humans capable of AI-powered natural language interactions, enhancing the customer service experience and making conversations more realistic and engaging.
News and Events
NVIDIA Blackwell Sets the Standard for AI Inference in Retail
As retailers and CPG companies scale their AI deployment, balancing inference performance, efficiency, and return on investment becomes key. NVIDIA Blackwell enables the highest AI factory revenue for retail and CPG companies: A $5M investment in GB200 NVL72 generates $75 million in token revenue– a 15x return on investment.
Global Retail Brands Transform End-to-End Operations With NVIDIA
L’Oréal, LVMH and Nestlé use NVIDIA-accelerated agentic and physical AI to boost operational efficiency from product design and marketing, to logistics and more.
L’Oréal Groupe
Yum! Brands Accelerates Restaurant Industry Innovation
Yum! Brands—the world’s largest restaurant chain and parent company of Taco Bell, Pizza Hut, KFC, and Habit Burger & Grill—is accelerating AI deployment with NVIDIA AI to streamline order taking, optimize operations, and enhance service across its restaurants.
Yum! Brands Inc.
NRF: Retail’s Big Show
Missed the action at NRF 2025? Relive the highlights and watch a recap of the opening keynote with NRF Chairman and Walmart U.S. President & CEO John Furner and NVIDIA’s VP and GM of Retail & CPG, Azita Martin.
The World Foundation Model Platform to Develop Physical AI
Accelerate the development of physical-AI-embodied systems, such as robots and autonomous vehicles, withNVIDIA Cosmos™.
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We want to own the intellectual property. We want to own the technology. That’s a shift in our strategy as we think about AI.
– Joe Park (to the Wall Street Journal), Chief Digital and Technology Officer, Yum! Brands, Inc., and President, Byte by Yum!
Real-time 3D technology and platforms like NVIDIA Omniverse™ have helped us create product imagery that's two times faster, 50% cheaper, and at a level of realism we've never achieved before. This has led us to 100% brand consistency all across the world.
– Esi Eggleston Bracey, Chief Growth and Marketing Officer, Unilever
If you look at these coordinated teams of organized operators and theft, self-checkout is the land of opportunity. So we’ve got to stay one step ahead of them and we’re going to accomplish that through AI.
– Mike Lamb, Vice President, Asset Protection & Safety, Kroger
We aim to provide our customers with the best shopping experience. Our catalog contains over 150,000 products with 100 items being added every week. To ensure we can offer personalized recommendations at scale, we leverage machine learning for high-quality recommendations throughout the customer journey.
– Rick Bruins, Machine Learning Engineer, ASOS
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Resources
Take a Deeper Dive Into AI in Retail
- Videos
- Training
- Blogs
- Community
Rapid Application Development With Large Language Models (LLMs)
Gain a strong understanding and practical knowledge of LLM application development by exploring an open-sourced ecosystem, including pretrained LLMs, that lets you get started quickly developing LLM-based applications.
Accelerating End-to-End Data Science Workflows
Turn your organization’s data into a valuable resource with data science. In this workshop, you’ll learn how to use GPU-accelerated tools to conduct data science faster, leading to more scalable, reliable, and cost-effective results.
Achieve Your Organization’s Goals With Specialized Training
Develop the skills you need to do your life’s work in AI, data science, and more. The NVIDIA Deep Learning Institute (DLI) offers hands-on training in AI, accelerated computing, and accelerated data science.
NVIDIA Developer Program
Connect with millions of like-minded developers and access hundreds of GPU-accelerated containers, models, and SDKs—all the tools necessary to successfully build apps with NVIDIA technology—through the NVIDIA Developer Program.
NVIDIA Inception
Evolve your startup with go-to-market support, technical expertise, training, and funding opportunities.
NVIDIA Partners for Retail
Our solutions for the retail industry go beyond products. Our partners are here to assist your organization at every level to build and execute transformative AI strategies, products, and services.
Who We’re Partnering With
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