Does the above image creep you out a bit? Me too. Likely, it was AI-generated.
Artificial Intelligence (AI) has touched all of our lives at this point. It might offer an irresistible temptation to lighten your workload or improve your work product, but it makes many folks uncomfortable. It’s a topic of much discussion lately.
The craft beer industry is a fairly new construct in the grand scheme of things. It is only a few decades old, with most of the growth happening in the past 15 years. It’s not surprising that current and emerging technologies are part of the game, and that breweries are starting to lean into what AI has to offer. That’s the focus of this article, which discusses a couple of new AI tools available to breweries. First, a cautionary tale.
ChatGPT designs a bar
On a recent trip to Tucson with my wife and friends, we spent days enjoying great local beer and regional, ethnic food. Eventually, we wanted something simpler: just basic pub grub, a decent beer, and a game on TV. Google ratings and reviews led us to a sports bar that promised to hit the spot.
Inside, the bar felt familiar, but not in a comforting way—something was off. The food menu was especially pedestrian. The walls were decorated with cheesy, AI-generated art. In the bathroom, I rolled my eyes at a picture of a buffalo sitting on a toilet, reading a newspaper.
Back at my table, I noticed the background music sounded like popular hits, but Shazam couldn’t identify any of them—”No song found,” which is often a response to AI-generated music. It all clicked together: the obligatory, but too-small, pool table; the awkwardly located, but requisite, shuffleboard; and the spiritless decorations to promote the upcoming beer holiday. It all screamed “sports bar” but lacked any real character.
There was no human touch, no real taste, just algorithmic mediocrity. If you asked ChatGPT to design a sports bar, this is what you’d get. Even the decent Google reviews were probably AI-generated. Businesses now pay for fake reviews, and social media platforms offer AI-powered growth services.
Sorry if this ruins things for you—but now you’ll notice. There have always been bad bars, but this was different: not just poor taste, but no taste at all. Nothing to hate, but nothing to like either. Some people prefer chain restaurants for their mundane predictability. Maybe they’d enjoy this place. For us, it was pure heebie-jeebies. Creepy AF.
I only share that story as a cautionary tale. If you are a craft brewery, don’t be that sports bar.
Artificial Intelligence and craft beer
AI is everywhere now—sometimes useful, sometimes just creepy, and often a threat to genuine creativity. The algorithms are infiltrating craft brewing, too, from business operations to label design. A few breweries have even used AI to create recipes—mostly to prove they could, or perhaps to illustrate why they shouldn’t. A recent ProBrewer story discussed AI options for breweries in detail. I won’t do that here. Below, I touch on a couple of ways AI can benefit craft breweries without sacrificing the soul of the beer.
Perhaps the most effective use of AI, and this is true outside of beer as well, is as a fast and affordable research assistant. Professors use underpaid grad students to do their research, and now brewers have beer-focused AI bots.
Who’s a good boy? Barley, that’s who!
You need to check the work of any AI research assistant. Remember, AI does not create anything, and it does not possess the human capability to scratch its chin and say, “Wait a minute, that seems odd.” The source of the bot’s information is crucial, and that’s where the Brewers Association (BA) hopes Barley shines. Last month, the Brewers Association introduced its first AI tool for craft breweries. They call it Barley. Instead of trying to humanize its chatbot, the BA anthropomorphizes Barley. Woof. Cute.
“We’re excited to introduce the newest member of the Brewers Association team: Barley, our friendly chat assistant who’s here to make your life easier,” said the BA’s announcement in February 2026. “Let’s be honest—we know there’s cynicism around AI chatbots. This isn’t us jumping on a trend.”
The Brewers Association’s massive archives include a wealth of information compiled over decades by real humans in the craft beer industry. Sniffing out the desired information is the challenge. Barley was bred specifically to hunt down and fetch the knowledge breweries need. (See what I did there?)
“Barley was trained exclusively on Brewers Association content,” explained the BA. “The information you get comes from a trusted, vetted source—not random internet articles or questionable forums. Unlike other chatbots that pull from God-knows-where, Barley only draws from our vast library of expert resources. As we add new content to our library and members ask more questions, Barley continues to learn and improve.”
Simply add GPT and carry on
The Brewers Association is not alone in offering this kind of AI-driven assistance. Since the earliest days of the internet, ProBrewer has offered a digital platform that functions as a hub of industry news, community forums, and more. The volumes of information contained in those archives are immense. Like Barley, ProBrewerGPT is focused on searching and compiling information from a finite source: the ProBrewer archives.
“ProBrewerGPT is free for beverage industry professionals and trained on decades of ProBrewer forum discussions, articles, and trade knowledge,” said Frances Tietje-Wang in her article about AI. “Positioned as an operations-first assistant, it can handle recipes, equipment diagnostics, business planning, classifieds, and hiring questions.”
“The industry-specific content that has accrued through ProBrewer tends to reflect production realities: tank economics, packaging constraints, and margin pressure. This by-design domain grounding is consistent with research showing that AI task performance improves when large language models are adapted to specific domains, rather than applied generically.”
That’s the key: specific domains, not generic data from further afield. The universe is clouded with beer-related data. Some of that data is not valuable to craft breweries.
Authenticity matters
Even when using one of these domain-grounded AI assistants, brewers need to check their work. Barley and ProBrewerGPT provide possibilities that still require a real human touch. They might provide answers and calculate results, but they cannot create ideas.
When craft beer was born 40-plus years ago, it offered something that the big, corporate breweries did not: authenticity. Craft beers were not conceived in corporate boardrooms by marketing executives and business analysts. The beers were conjured out of thin air by real people expressing their creative vision. Without that real, human, creative spark, craft beer is just the same kind of beer it originally dismissed. Craft breweries should lean into AI tools creatively or not at all. Tread lightly. In many ways, AI represents something that craft beer is not.
