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1、State of AI in Retail and Consumer Package Goods:2026 TrendsSurvey ReportTable of ContentsSurvey Overview AI in Retail and CPG:Key Trends for Industry Leaders 3Executive Summary 3An In-Depth Look at the ResultsBusiness Impact and Investment Trends 6A Move Toward Open Source 8The Rise of Agentic AI:T

2、he Next Competitive Frontier 8How Retail and CPG Are Leveraging AI Across the Value Chain 10Supply Chain Resilience:AI as a Strategic Imperative 13Shifting Challenges and the Importance of Inference 15Looking Forward 17Methodology 17State of AI in Retail and Consumer Package Goods:2026 Trends|Survey

3、 Report|3Survey Overview AI in Retail and CPG:Key Trends for Industry LeadersThe retail and consumer packaged goods industries have reached a critical inflection point in their artificial intelligence journey.AI is being deployed throughout every line of business,from the back office to the supply c

4、hain,in stores and for digital commerce.Most importantly,those AI solutions are having a tangible,measurable impact on the bottom line,helping to streamline operations and boost employee productivity.As experimentation gives way to widespread deployment,the competitive question has shifted from whet

5、her to invest in AI to how to design flexible,costefficient AI stacks that align with each organizations data,talent,and risk strategies.This increasingly means making deliberate choices about how to optimize inference at scale,how to balance opensource and proprietary models,and where to introduce

6、new capabilities such as agentic AI and physical AI.This third annual NVIDIA State of AI in Retail and CPG report examines the state of AI deployment across retail and CPG,analyzing business impact and investment trends,the evolution of open and flexible AI stacks,the increased importance of agentic