How Generative AI Is Reshaping the Beverage Industry? A Study of Innovation, Product Development, and Marketing Strategies

Generative Artificial Intelligence (GenAI) is rapidly transforming the beverage industry by fundamentally reshaping innovation pipelines, optimizing product development processes, and redefining consumer engagement strategies. This comprehensive review synthesizes evidence from 40 academic and industry studies to systematically map GenAI’s current applications, critically evaluate prevalent implementation challenges, and identify future opportunities for growth. Our key findings reveal that advanced GenAI models, including transformer architectures, generative adversarial networks (GANs), and multimodal AI systems, are driving significant advancements across three core areas: (1) Product Innovation, where AI accelerates processes such as flavor profiling, recipe optimization, and virtual prototyping, exemplified by AI-designed non-alcoholic spirits and precision-engineered reduced-sugar formulations; (2) Operational Efficiency, demonstrated through IoT-integrated AI enhancing quality control, facilitating predictive maintenance, and reducing waste in complex processes like brewing and fermentation; and (3) Marketing Personalization, leveraging tools like ChatGPT and DALL·E for dynamic content generation, granular sentiment analysis, and the execution of hyper-targeted campaigns.