ABSTRACT Purpose: This study examines the role of Artificial Intelligence (AI) in enhancing sustainability and efficiency w ithin the wine industry. It focuses on AI - driven intelligent management in viticulture, wine production, and enotourism. Need for the Study: As the wine industry faces environmental and economic challenges, AI offers innovative solutions to optimize resource use, reduce environmental impact, and improve customer engagement. Understanding AI's potential in sustainable winemaking is crucial for fostering responsible and efficient industry practices. Methodology: The research is based on a questionnaire survey conducted among Polish winemakers, combined with a comprehensive analysis of AI methods applicable to viticulture, production, and tourism. Key AI technologies, including predictive analytics, machine learning, and computer vision, are explored . Findings: AI enhances vineyard monitoring, optimizes irrigation, and streamlines production processes, contributing to sustainable resource manageme nt. In enotourism, AI - powered chatbots, recommendation systems, and virtual tastings personalize consumer experiences. The study underscores AI's impact on economic, environmental, and social sustainability, supporting local wine enterprises and cultural h eritage. Practical Implications: AI in winemaking and enotourism can lead to more efficient, sustainable operations that benefit producers and consumers. AI - driven solutions promote responsible tourism, enhance wine tourism experiences, and ensure the indu stry's long - term viability . Keywords: Artificial Intelligence, Sustainable Development, AI - Driven Management, Viticulture, Wine Production, Enotourism, Wine Enterprises, Local Communities JEL codes: A13, A14, C55, D81, L66, L83, M31, O33, Q01, Q13, Q16, Z32 1. INTRODUCTION Sustainability in the wine industry encompasses environmental stewardship, economic viability, and social responsibility. Sustainable viticulture aims to minimize environmental impacts while maintaining product quality.

Gamble believes that utilizing innovative tools, like artificial intelligence, allow his team to drop many tedious production tasks and focus on more value-added projects. That includes wireless soil sensor networks with recommendations on water needs to support his deficit irrigation practices and drones that identify grapevine diseases, gauge vine density, and even apply mildew prevention products in hard-to-reach vineyards. The soil saturation technology alone has saved him tens of thousands of gallons of water per acre, simply by better understanding "when and when not to turn on the spigot," Gamble says, explaining that it's been critical to harness the power of these tools to support his goals for a long-term approach to precision farming and sustainable architecture. About 80 miles away in the Mendocino area of Sonoma County wine country, Joanna Wells runs Signal Ridge Vineyards, where she farms grapes for well-known producers including Coil Wines by Chris and Josh Phelps as well has her own label, Model Farm. For her role as winemaker and viticulturist, access to data is integral to making informed decisions about her property and vines.

In early 2021, Bollinger's winemakers were able to get their first taste of La Grande Année 2014, a prestige fizz that had been aging in the champagne house's cellars since it was blended. La Grande Année, Bollinger's flagship vintage champagne, is produced only in years when the broad quality is deemed sufficiently high, and enjoys seven years of aging under cork before it's launched. Ahead of opening up the 2014 vintage, questions lingered over just how strong a year it really was, given a roller-coaster growing season that saw record-breaking heat in June followed by a cold, wet summer that slowed grape maturation. Moreover, for a champagne house known for its forthright pinot noir character, it was a vintage that distinctly favored chardonnay. But for Denis Bunner, Bollinger's deputy head winemaker (or chef de cave), the answer was clear-cut even before the bottles were opened.

A couple of years ago my wife and I visited the Bonny Doon Vineyard near Santa Cruz to sample the offerings of winemaking savant Randall Grahm. While we were there, Grahm told us something I haven't been able to forget. It wasn't nearly as foggy along Monterey Bay as it used to be, he said, and that was worrisome for winemakers. With each dose of aberrant weather California has had since then, I found myself wondering how California's wineries were faring and whether the noble grape was becoming a marker -- along with sea level rise and deadly wildfires -- of an overcooked planet. A few weeks ago I called Grahm to continue the conversation.

Within the next decade, Artificial Intelligence (AI) has the power to transform the wine industry forever. Right now, applications of AI for the wine industry are limited – but AI promises to be one of those immersive technologies that are embedded in everything we do, one way or another. According to a growing number of wine experts, AI could impact everything from how we buy wine, to how we grow vines in the vineyard, to how we judge wine. Think of how the Internet has revolutionized the wine industry in just the past two decades. It impacts how we learn about wine, how we order and buy wine online, and how we market wine to end consumers via social media platforms.

Winemaking contributes over A$ 40 billion to the Australian economy each year. Among the many challenges being faced by this centuries-old industry are managing pests and diseases, producing a consistent crop and using water efficiently. According to the report made by the University of Melbourne, artificial intelligence and machine learning have the potential to change the face of winemaking. Dr Sigfredo Fuentes is a plant physiologist and agronomist at the University of Melbourne. He explained how they are able to make use of cutting-edge technology to keep wine racks stocked with high-quality drinks.

The area that intrigued me the most was in enhancing customer experiences. Mathers elaborates, "We've seen consumer companies like L'Oreal, Whole Foods, and a membership club in the wine and spirits space, innovating how they can simplify, improve and remove barriers to purchase. L'Oreal has built tools into their mobile app so you can apply cosmetics while standing in a drug store and see whether it's the right shade for you. Whole Foods is using some of their tools with their recipes site so you can pop in a couple of ingredients that you have and it starts pushing you a couple more things that you might want to buy in the store. So, growing basket size or helping people expand their grocery list if they're meal planning. And then this winemaker has talked a lot about how millennials tend to experiment. They try lots of new wines, they enjoy the process of trying those wines, but they don't know a ton about the category as a whole. And so the winemaker is using conversational commerce and experimenting with chatbots to recommend the right wine for them based on a couple of easy questions So, I think a lot of cool opportunities to use AI to ease the buying process on the consumer side."