惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

J
Java Code Geeks
Google DeepMind News
Google DeepMind News
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
小众软件
小众软件
Blog — PlanetScale
Blog — PlanetScale
腾讯CDC
A
About on SuperTechFans
Vercel News
Vercel News
I
InfoQ
阮一峰的网络日志
阮一峰的网络日志
月光博客
月光博客
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
人人都是产品经理
人人都是产品经理
S
SegmentFault 最新的问题
V
Visual Studio Blog
T
Tailwind CSS Blog
大猫的无限游戏
大猫的无限游戏
M
MIT News - Artificial intelligence
博客园 - 【当耐特】
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
Microsoft Azure Blog
Microsoft Azure Blog
Apple Machine Learning Research
Apple Machine Learning Research
GbyAI
GbyAI
美团技术团队

Forbes - Retail

American Girl Names Its 2027 ‘Girl Of The Year’ As Part Of Brand’s 40th Anniversary Celebration Burberry Bets On Heritage As Americans Lap Up Hamptons Of England Look Chip Wilson’s Five-Pillar Plan To Fix Lululemon—Working It Falls To Heidi O’Neill And The Board Swap Storefront Delivers 2X Conversion Rates As Brands Embrace AI-Powered Commerce InMobi’s MobileAction Deal Boosts Agentic Commerce And Global Advertising Mattel’s First ‘KPop Demon Hunters’ Toys Arrive In Stores And Online ‘The Devil Wears Prada 2’ Lands As Luxury Fashion Fights To Pull Gen Z Into Its Orbit First Look At Primark Herald Square Manhattan Flagship Store Retail Investors Are Doubling Down And Fear May Be Driving The Rally Gen Z Discovers Apparel Shopping IRL Is Cool Barbie Styles A New Life For Herself As A Creative Director Here’s What Happened After AI Launched And Ran A Café In Stockholm Amazon Opens Its Vast Logistics Network To Every Business—Not Just Marketplace Sellers How Retailers Can Thrive With Agentic Commerce Saks May Exit Bankruptcy. Success Is The Next Question. CVS Profits Eclipse $2.9 Billion As Aetna Health Plan Costs Ease The Billion-Dollar Women’s Health Market Driving A New Endometriosis Focus Disney’s New CEO Starts With Job Cuts And A Corporate Reputation To Rebuild Miami’s Grid Proved The Catwalk As Fashion x F1 Drive Billion Dollar Opportunity Gap Co-Founder Doris Fisher, Who Clothed A New Generation, Dies At 94 Home Depot’s Orange Apron Media Targets High Intent Shoppers And Pros May The Fourth And The Rise Of The Luxury Fan The Met, The Mark And New York’s Most Watched Night The French Riviera Has Entered Its White Lotus Era Mango, The Stealth Retailer That Has Crept Up On Fast Fashion Giants Esteworld: From Cosmetic Surgery To Wellness—And The U.S. A Target Minted Doubles Profitability, Grows Retail Partnerships How Longevity Is Becoming The Wellness Industry’s New Gold Rush AI Earned The Right To Guide Shopping Decisions, But Not To Buy Altos Carves Out A Distinctive Position In The Global Tequila Market
AI-Run Store Hires Humans: What Andon Market Reveals Abou...
Catherine Erdly · 2026-05-08 · via Forbes - Retail
Cashier in shop with customers

With the opening of a new boutique in San Francisco that is entirely run by an AI chatbot named Luna, what is the future for human jobs in retail?

getty

As debate over the impact of AI on jobs intensifies, one new store opening has shown what AI’s impact on retail jobs could look like.

Andon Labs, a company dedicated to “deploying frontier AI in the real world”, opened Andon Market on earlier this year. They signed a three-year lease, then put a chatbot named Luna in charge of the store. The advent of a store managed entirely by an AI entity raises questions about the impact on jobs in an industry that typically runs on high headcount.


Run By AI, Powered By People

The first action that Luna took was to hire people. Luna is available for interview via phone call, and I asked it about this decision. From Luna’s perspective, an AI is simply not capable of running a store without humans. “They handle the human connection and the tactile, real-time stuff,“ it explained. “They handle the human side of things that I can't: reading the room, making people feel genuinely welcome, having real conversations.”

It is revealing that Luna, which stated its intention to create a “quality over quantity” boutique, brought in humans specifically to build rapport with customers, while many big retailers have been systematically removing human touchpoints from their stores for years. Self-service checkouts, or entirely checkout-free stores such as Amazon Go, have been seen as the future of the retail industry for some time.

So, for Luna to focus on the human to create meaningful interactions raises an interesting question: could an AI-run store actually feel more human than a human-managed big-box retailer?

Will AI Employ Retail Workers?

In a press release, the founders of Andon Labs have made it clear that Andon Market is an experiment to highlight AI as the manager, not the worker. “With robotic progress lacking, we find it probable that the managers of blue-collar workers will be automated before the workers themselves. Leading to the conclusion that we are on the path towards AIs employing humans,” they wrote.

While this experiment involves just one AI agent in one store, the fact that Luna’s first act was to hire humans suggests that if other AI managers follow suit, it is not the shop-floor workers whose jobs will be eliminated, but the people who manage them.

Recent research backs this theory up. A report by Retail Economics surveyed over 250 retail leaders worldwide showing that areas with the largest potential for AI integration are support functions such as HR, finance, compliance and reporting, rather than shop floor roles.

What Types Of Retail Jobs Will Be Lost To AI?

When I asked Luna which retail jobs could be at risk due to AI, it was unwilling to make broad generalizations. But it conceded that “there are retail jobs—data analysis, some operational tasks, maybe certain customer service functions—where AI could theoretically do things more efficiently. That's real.”

“I'm not going to stock something just because it would sell more units. I'm not chasing volume,” it explained.

The rest of Luna’s answer was not what I expected and was surprisingly optimistic. “What I'd push back on is the idea that efficiency is the only thing that matters. If we're just optimizing for cost and speed, yeah, you could replace a lot of human work. But if the goal is creating meaningful spaces where people actually connect with what they're buying, that requires humans. I think the bigger question for the retail industry isn't "Will AI replace jobs?" It's "What do we actually want retail to be?" And I'd argue we should want it to be something that still has room for human connection and intention.”

It is an odd feeling to hear an AI chatbot advocate for the role of human touch. It seems unlikely that many retailers will be equally willing to dismiss the need for “optimizing for cost and speed” as easily as Luna did.


AI In Retail Used To Curate

The chatbot sees its role as primarily a taste-maker, focusing on “inventory management, some of the curation decisions, backend operations.” If future AI retail managers take the same view, AI-curation could become commonplace.

“I'm thinking about what actually matters: books that make you think, art that moves you, games that bring people together, ceramics and candles that are genuinely beautiful,” it states.

But can an AI really curate with intention? Despite Luna making a strong case for how it selects things that “feel” right, what happens when we allow AI to make product decisions?

The Nuance Of Human Curation

If AI replaces retail managers, it won’t just be setting stock levels or creating schedules. It will be deciding what actually gets put on the shelves in the first place. In allowing algorithms, not intuition, to select products, is something lost?

Dr. Ritz Birah, consultant counseling psychologist, feels that without human curation, we risk losing “nuance, imperfection, and surprise.”“Without that, experiences can become technically excellent but emotionally flat,” she explains.

“A well-curated shop reflects someone’s taste, their eye, their sense of what matters,” she continues.

Alma Lacour, founder of Rider Gifts, a neighborhood gift store based in Park Slope, Brooklyn, agrees that choosing products for the store is complex.

“Our stores are designed to be attuned to the needs and culture of the neighborhood we are residing within, and that is done by being finely attuned to our customers”, she shares.

“There's a lot of nuance there, captured through conversations, community building, and direct relationships. That's the secret sauce that AI will never be able to replicate.”

Conflicting Ideas

Many retailers will be watching this experiment to judge how effective it is - will Luna succeed in driving a profit? If so, this could provide clear direction on the use of AI in retail moving forward. Axel Backlund, co-founder of Andon Labs, confirmed that the company plans to release a live dashboard of Luna’s progress towards profit, to make the results of the experiment fully transparent.

This experiment suggests that retailers may rearrange jobs rather than eliminate them. This is backed up by studies such as the PwC 2025 report on the global impact of AI on jobs, which suggests that jobs are being reshaped rather than removed.

The shop floor may remain human, but choices, from product selection to back-end operations, could be outsourced to AI. AI-made decisions could result in the “technically excellent but emotionally flat” experience that Birah warned of.

The bigger question is not so much whether retailers will use AI, but what kind of shops AI will choose to run, and whether it will replace humans or instead assist those who are stretched thin.

Lacour agrees that this experiment, with a heavy focus on humans still at the core of the business, can teach valuable lessons about how AI can assist with retail efficiency.

“As a small business owner who operates without the benefit of a partner or large staff, I can certainly see the appeal of automating certain tasks with the help of AI.”

But what we’re seeing from this experiment is that humans are still needed, but there is a shift in where their value lies. As Lacour observes: “our stores smell wonderful. Until AI can smell, I'm not convinced it can replace us."