A New Era of Smarter Retail and CPG

NVIDIA is the only AI infrastructure company delivering a full-stack platform purpose-built to take retail and CPG AI from pilot to production at enterprise scale. Rather than point solutions, NVIDIA provides integrated hardware, software, pretrained models, and production-ready AI blueprints—all designed to work together across digital commerce, supply chain, and store operations. Backed by one of the largest AI partner ecosystems in the industry, NVIDIA’s solutions enable retailers and CPG companies to build once and deploy everywhere.

• Learn about the full range of NVIDIA AI solutions powering industries worldwide.
• Explore the NVIDIA partner ecosystem supporting retail AI transformation.

Agentic AI refers to intelligent, autonomous agents that can perform complex commerce workflows, such as product discovery, comparison, and transaction completion, with minimal human intervention. This capability is used to scale personalized, channel-agnostic customer experiences.

• Discover how agentic AI is redefining the digital commerce journey for faster, smarter transactions.
• Learn more about the Retail Agentic Commerce Blueprint for building agent-supported shopping experiences.

Physical AI utilizes intelligent robotics, digital twins (simulations), and real-time optimization to automate fulfillment, manage inventory, and create more resilient operations across the supply network, helping the industry respond to labor and geopolitical challenges.

• Explore how physical AI helps optimize inventory and fulfillment for smarter logistics.
• Read about accelerating physical AI with simulation, robotics, and optimization using NVIDIA platforms.

Vision AI, combined with edge computing, uses real-time video analytics to turn cameras and sensors into intelligent systems for tasks like loss prevention, autonomous checkout, inventory monitoring, and quality inspection, helping retailers reduce shrink and increase throughput.

• Learn about the foundation for building and deploying vision AI applications across retail and CPG.
• Explore how vision AI enables smarter store operations from the back of the house to the front of the store.

NVIDIA TensorRT-LLM is a tool that specifically optimizes large language model serving for maximum performance. In retail, this ensures the high-throughput and low-latency inference required for real-time agentic workflows, such as fast and accurate personalized search and recommendations.

• Access the technical documentation for NVIDIA TensorRT-LLM to optimize LLM serving.
• Review developer articles on powering inference at scale with NVIDIA AI tools.

NVIDIA Omniverse is a platform used to create physically accurate digital twins. Retailers and CPG companies use it to simulate and optimize complex logistics, store layouts, and warehouse operations before committing resources in the real world.

• Explore the capabilities of the NVIDIA Omniverse platform for building and operating industrial digital twins.
• Learn more about accelerating physical AI with simulation and robotics platforms like Omniverse and Isaac Sim.

NVIDIA cuOpt is a GPU-accelerated optimization platform used to solve complex routing, scheduling, and fulfillment challenges—improving last-mile delivery, warehouse planning, and fleet efficiency at scale.

• Access developer resources for NVIDIA cuOpt logistics optimization to streamline supply chain planning.
• Read about accelerating decision optimization with NVIDIA cuOpt for routing and fulfillment workflows.

NVIDIA Metropolis provides the foundation for vision AI applications that use real-time video analytics to monitor assets and inventory within intelligent stores. It allows retailers to detect, analyze, and trigger automated actions instantly, minimizing loss (shrinkage) and ensuring accurate stock levels.

• Discover the use cases for the NVIDIA Metropolis intelligent video analytics platform.
• Read about how vision AI is unlocking new revenue streams through smarter in-store operations.

The blueprints refer to NVIDIA Retail and CPG Blueprints, which are production-ready workflows and code samples designed to help developers build AI applications from the ground up, available on the NVIDIA build and developer websites.

• Explore the source material for the NVIDIA Retail Catalog Enrichment Blueprint for workflows and code samples.
• Find comprehensive documentation and development kits on the NVIDIA Technical Documentation Hub.