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July 23, 2025

Is Posha the Robotic Heir to the Thermomix? The Founders Sure Hope So

Next-Gen Cooking, Robotics, AI & Data

For the past five or so years, the emails have landed in my inbox on a steady basis, nearly every month. They’ve included updates on a small startup building a countertop cooking robot named Posha.

The emails, almost always written by the company’s CEO and co-founder, Raghav Gupta, detail progress, both big and small, ranging from software tweaks and field trial insights to news of an $8 million Series A funding round.

The progress has been slow but steady. And over the past year, the company has reached a milestone that most cooking robot startups (especially those targeting the home) haven’t come close to: they’re now building robots using scaled manufacturing, and those robots are arriving in customer homes.

Given that I’ve followed dozens of companies attempting this goal over the past decade, I figured I’d take Raghav up on his invite to see the robot in action and talk with him about what’s next.

So this past Sunday, I headed to an Airbnb Raghav had rented north of Seattle to demo the Posha robot for media and investors. Raghav asked if I wanted to cook a meal with Posha, and within minutes of arriving, the robot was preparing spaghetti Alfredo.

The machine stirred, heated, and timed each step with minimal interaction from me. Posha includes four ingredient containers, multiple spatulas, a spice carousel, and an induction cooktop. A camera watches over the food, analyzing “color, texture, consistency,” and, according to Raghav, provides “human chef-like intelligence.” Users load chopped ingredients, select a recipe, and let the device do the rest. “You just tell Posha you need that, and you walk away,” Raghav explained.

Posha, originally named Nymble (both the robot and the company), has changed significantly from its early days as a college project. “We were two people taking out of our parents’ garage trying to make a cooking robot.”

The first version was a robotic arm, but Raghav said customer feedback led them to pivot. “We had this choice of either repurposing our robotic arm for commercial kitchen use cases or changing our technology altogether to make something that consumers wanted. We chose the latter route because we were in love with the problem we were trying to solve.”

That problem: helping people figure out what to eat on a daily basis. “People like you and me want to eat freshly cooked meals and feed our families freshly cooked meals. But it’s hard to find the time to cook these meals every single day.” He believes this tradeoff, between eating well and having enough time, is what led to a national health crisis. “We are in the middle of a health catastrophe,” he said. “And I think with Posha, it will help America become one of the healthiest countries in the world, at the same time being one of the most productive countries in the world.”

Those are lofty goals, ones I’m pretty skeptical about given the high price tag of the Posha and the nearly non-existent adoption of cooking robots so far. But according to Raghav, he sees his product as a natural evolution of a device that has been quite successful, especially in Europe: the Thermomix.

“I think we have a strong precedent in terms of Thermomix. They sell like a million units every single year, and what Posha is, is actually Thermomix++.”

If there’s a model to aim for, the Thermomix is a good one, and I have to say, the ease with which I was able to make spaghetti Alfredo was reminiscent of the first time I used a Thermomix. In fact, it was essentially what Raghav described, the Thermomix++, in that it required me to do even less once I picked the recipe and hit go. From there, over the next 30 minutes, the Posha added ingredients and cooked the meal to completion.

It’s perhaps this ease of use and the similarity to Raghav’s professed North Star in the Thermomix that helped the company recently raise over $8 million in Series A funding. You’d have to be living under a rock, covered with more rocks, and then some dirt not to realize how hard it is for consumer hardware startups to raise money (let alone a robot cooking startup). The fact that Posha secured funding led by Accel is a sign they may be doing something others in this space haven’t.

So far, Posha has shipped 200 units, with 600 more expected by the end of September. “We’re trying to grow 3X every six months or so,” Raghav said. The product retails for $1,750, with pre-orders at $1,500.

If you’d like to see Posha in action, check out my cooking video below. Raghav will also be speaking about his journey at the Smart Kitchen Summit this week, so if you want to hear more and ask him questions, make sure to grab your ticket..

The Spoon Cooks a Meal with Posha the Home Cooking Robot

July 21, 2025

From Aspiring Pro Surfer to Delivery Robot CEO with Coco’s Zach Rash

Delivery & Commerce, Robotics, AI & Data

Zach Rash wanted to be a professional surfer. So much so, that in high school, there was more surfing than academics.

That all changed when Rash reached UCLA and met Brad Squicciarini. It wasn’t long before the two spent every waking hour together in a small room building robots.

“We spent like our entire life in this like box at UCLA with no windows, and we’re just building robots from scratch, and it was the best job ever.”

Eventually, the real world came knocking as Rash and Squicciarini graduated and had to find jobs. After applying for many of the same positions, they eventually decided they should just start their own robot company.

“We just had a lot of really strong opinions about what it would take to get these things into the world and make them useful. So… decided to do it ourselves.”

Coco launched in early 2020. “We started building them in our living room and we couldn’t get more wheels… so it was a bit of a sketchy robot.” Still, their first merchant deployment went smoothly. “The first day of the business, I mean, we gave it to a merchant and Brad and I just took turns driving it and fixing it.”

They faced steep financing challenges: “We didn’t have any money… Even if you’re only building a few, you know, it’s still going to cost you tens of thousands of dollars.” They pitched more than 200 investors before raising a modest $50,000 to start. “We thought that was a lot of money and we built a few robots with that and kind of proved out that we could run a service, not just build the robot.”

Their persistence paid off. In June 2025, Coco raised $80 million, led by angel investors Sam Altman and his brother Max, alongside Pelion Venture Partners, Offline Ventures, and others. 

This brought Coco’s total funding to over $110 million, which Rash says the company plans to use to scale its operations and technology.

“Coco Robotics will use the new funds to improve the technology and to scale up its fleet,” Rash told TechCrunch. “The company expects to go from low‑thousands to 10,000 robots by the end of next year.”

According to the company, Coco bots have delivered over 500,000 items to date, working with retailers like Subway, Wingstop, Jack in the Box, Uber Eats and DoorDash.

It’s only been a few short years since Rash was largely concerned about surfing, but now, armed with funding and lots of interest from retail partners, he’s ready to ride to the wave of growth of his robot delivery company.

“We’re building as many as we can as fast as we can.”

Zach will be speaking at SKS 2025 tomorrow, so make sure to get your tickets. You can listen to our conversation on the latest episode of The Spoon podcast below, on Apple Podcasts or Spotify, or wherever you get your podcasts.

July 14, 2025

This Culinary Tech Inventor Thought He Could Build Some Parts For His Latest Gadget in the US. Then He Called Around.

Next-Gen Cooking, Robotics, AI & Data

When kitchen tech inventor Scott Heimendinger started prototyping his latest hardware product, he knew that much of it would need to be built overseas. Still, he was curious whether he could rely on local Seattle-based shops to produce some of the parts.

“I contacted local shops here in Seattle. There are a couple of machine and metalworking shops, and I thought, well, I would like to be a good customer, right? Like I’d love to spend money locally, especially on shops that are doing this kind of stuff.”

But when he called around, Scott quickly discovered that not only were the local shops going to be an order of magnitude more expensive, but they’d also take longer to deliver.

“I said, ‘look, I know this is going to be more expensive than what I’m doing in China, obviously, but maybe we can make this up on the time front.’ Before we even got into real pricing, we were already above 10X. So I said, ‘What about turnaround time?’ [They] said, well, it depends how busy we are, but like, you know, one to six weeks.’”

We’d started talking about the cost and complexity of building in the U.S. because we’d both recently listened to an episode of PJ Vogt’s Search Engine, in which Vogt interviewed YouTuber and engineer Destin Sandlin. Sandlin discussed his years-long effort to manufacture a product in America, and I wanted to get Scott’s take, especially since he’s been navigating the uncertainty caused by new tariffs. As it turned out, he had a lot to say.

One area he pointed to as a critical missing link was the shortage of tooling designers, the specialists who create the molds used to shape plastic parts.

“Tooling fabrication in principle is something that you could just do on a beefy CNC machine… In practice, no. It’s specialized techniques and tools. That knowledge has dried up in the U.S.”

We talked about why capabilities like tooling fabrication and injection molding have largely disappeared from the U.S., and one reason we both agreed on was the lack of trade education, starting as early as high school.

“Some of my favorite classes in high school were sculpture class, learning to use a bandsaw and a drill press,” he said. “I wish more folks in the United States prioritized the hands-on making of stuff.”

I pointed out the strange dichotomy of the past couple of decades, in which Silicon Valley was busy valorizing the maker movement, while at the same time the U.S.’s ability to manufacture at scale was simultaneously being hollowed out. It’s as if we celebrated prototyping, while the infrastructure to mass-produce those ideas was quietly de-emphasized and disinvested in.

“A weird thing that happened, where we talked about, ‘hey, let’s start making stuff and teach our kids to make stuff,'” I said. “But at the same time, America’s ability to make stuff at scale just kind of went up in smoke.”

Scott, for his part, chose to see the upside. Despite the loss of critical manufacturing knowledge and infrastructure, he said it’s still a great time to be an inventor, thanks to how accessible prototyping tools have become.

“I’m of two minds about this. On the one hand, like I love physically making stuff. I wish more folks in the United States prioritized the hands-on making of stuff, and I wish that we hadn’t eroded away these capabilities. On the other hand, it is almost point and click to have these things prototyped, if not mass-produced. And that’s an incredible boon to being a scrappy solopreneur.”.

You can listen to our latest episode by clicking play below, or you can find it on Apple Podcasts, Spotify, or wherever you get your podcasts.

If you’d like to ask Scott a question about his project, the challenges of manufacturing a product or the future of cooking, he’ll be at Smart Kitchen Summit next week. You can get your ticket here.

If video is your preferred podcast consumption format, you can also watch our conversation below:

Why It's So Hard to Build Hardware in America

July 9, 2025

Thermomix Has Long Been a Leader in Cooking Automation, But Now They’re Going Full Robot

Next-Gen Cooking, Robotics, AI & Data

For years, I’ve said that the Thermomix is quite possibly the most successful automated cooking appliance in the world. Sure, it’s not a humanoid robot or what we’ve come to expect from cooking robots in recent years, but the TM6 and TM7 are software-powered cooking appliances that automate and sequence functions in a way that feels surprisingly intelligent, especially compared to typical countertop or built-in kitchen appliances.

But now, if recent moves by Thermomix’s corporate parent, Vorwerk, are any indication, Thermomix may be going full robot. At last month’s Automatica conference in Munich, Thermomix and red-hot German robotics startup Neura Robotics announced a partnership in which Neura’s humanoid robot used Vorwerk’s Thermomix and Kobold vacuum cleaners to perform everyday household tasks.

According to Neura CEO David Reger, optimizing his robots to work with Vorwerk’s cooking and cleaning appliances is a step toward building an aging-in-place platform powered by humanoids.

“Together with Vorwerk, we are redefining household robotics – with intelligent assistants that provide concrete relief for people in their everyday lives: from cooking to independent living in old age,” said Reger.

Even more interestingly, Vorwerk also announced a partnership with AI and chip giant NVIDIA last month. According to the announcement, “Vorwerk is post-training NVIDIA Isaac GR00T N1, an open robot foundation model, to support families around the home, whether seniors looking to maintain their independence, or busy families in need of an extra pair of hands. To post-train the model, Vorwerk is leveraging the Isaac GR00T-Mimic data pipeline to generate large, diverse synthetic motions data to prepare robots for common household tasks such as cooking, cleaning, and more.

“Together with NVIDIA Robotics we are now taking a significant step towards the connected and automated home,” wrote Vorwerk CEO Thomas Rodemann on Linkedin. “Our goal: creating integrated digital/physical ecosystems that support our community in their everyday lives and make the home more convenient for everyone – whether it’s providing busy families with an extra pair of hands or giving seniors more independence.”

When Jensen Huang showed up at CES in January and said that the ChatGPT moment for robotics is right around the corner, I’m not sure if he was thinking about cooking food with the Thermomix, but maybe he was. Vorwerk would be a logical candidate to build true home robot assistants, since progressing rightward on the simple tool to fully-capable robot continuum already and they’ve been the most successful at integrating software with home cooking automation

You can watch the video of the NVIDIA-powered robot making food with the Thermomix in the video below.


April 29, 2025

Combustion Acquires Recipe App Crouton

Next-Gen Cooking

Combustion, the smart thermometer startup founded by ChefSteps cofounder Chris Young, has acquired popular recipe app Crouton.

Crouton, developed by New Zealand-based software engineer Devin Davies, is a highly rated app that lets users organize all their recipes in one place. After launch, Crouton soon began gaining traction and critical attention (Apple awarded the app its 2024 Design Award for Interaction). Like many independent developers who experience success, Davies soon found himself having to manage the business side of running a startup—something he realized wasn’t aligned with his strengths.

“One thing I’ve come to realise about myself over the last wee while, is that what I care about most is designing interfaces that make it as easy as possible to get things done. User experience and what not,” wrote Davies in a blog post announcing the acquisition. “I’m not an entrepreneur or keen business leader. Stepping into full time indie and really trying to steer the ship highlighted to me just how much that jazz isn’t me. I actually really enjoy being just a part of the puzzle, not the whole puzzle.”

Davies had discovered Combustion’s open-source developer tools and had integrated the thermometer with Crouton. That work caught the attention of Young and the Combustion team.

“A year or so earlier, I had added support to Crouton to quickly set up the thermometer and also display its information as a Live Activity alongside your recipe. I jumped at the opportunity to collaborate and spent a few weeks working with Combustion to bring Live Activity support to their app like I had with Crouton.”

Before long, Young and Davies realized it made sense to join forces.

For Young, it’s clear that moves he’s made since starting Combustion – including acquiring Crouton – are based on insights he learned the hard way after building ChefSteps. At his previous company, Young spent millions of dollars creating expensive media-rich recipes for the ChefSteps website and the Joule sous vide app, only to eventually realize most consumers preferred finding recipes on the open web. With Crouton now in the fold, Young’s is now letting organic consumer usage behavior guide his product rather than trying to force behavior change on the consumer.

Young also learned his lesson with the ChefSteps Joule, where any software integration required resource-draining custom work. From the get-go with Combustion, he opened up access to the device’s real-time Bluetooth, which allowed developers, like Davies, to build cool software experiences around the Combustion thermometer.

Post-acquisition, Crouton will remain a standalone site, and Davies will lead both the development of Crouton and the Combustion app. For Davies, it seems like the perfect fit.

“So what is changing? Well, kind of nothing. I’m still very dedicated to Crouton and its future just got a lot brighter! I’ll still be the lead developer but now Crouton is backed by a whole team. A team with a deep knowledge of cooking and technology, that will help Crouton do even more! “

March 31, 2025

Food Assembly Robot Startup Chef Robotics Raises $43M Series A as it Reaches 40 Million Meal Milestone

Robotics, AI & Data

Chef Robotics has raised $43.1 million in a Series A round to accelerate deployment of its AI-powered food assembly robots, the company announced today. The funding brings the San Francisco-based startup’s total capital to over $65 million, including equipment financing. Avataar led the round, with participation from Construct Capital, Bloomberg Beta, and others.

Founded in 2019, Chef Robotics is building what founder and CEO Rajat Bhageria calls an “AI platform for food.” Rather than building a single-purpose robot, Chef’s system is designed to work in diverse food production environments—learning and adapting through software to new tasks like portioning, topping, or filling.

When I first got a peek at Chef’s system last year, I was intrigued because the company had struck a balance that seemed to elude many food robotics startups. While startups in this space seemed to make either high-volume solutions with limited customizability or use off-the-shelf robotic arms that aren’t made for true high-production, Chef has built a flexible and scalable robotics platform that can be customized for any number of high-volume food production environments.

That’s because while many robotics companies focus primarily on hardware, Chef’s approach centers on a software layer that enables “Embodied AI”—giving physical robots the intelligence to operate autonomously in real-world conditions. Chef’s system combines a robotic arm with AI models trained on millions of real-world examples. These models, powered by production data from early customers like Amy’s Kitchen and Fresh Prep, allow the robots to generalize across new ingredients and dishes. To date, Chef Robotics has helped assemble over 40 million meals.

From the company’s announcement: When we thought about starting with restaurants, we ran into the chicken and egg problem – to enable robots that are flexible enough to add value, we need a highly capable AI, but to get a highly capable AI, we need real-world training data from the customer sites…. Thus, we decided to initially deploy robots in high-mix (read as highly flexible) food production and manufacturing environments where Chef could partially automate a food operation and thus add value in production to customers without requiring 100% full autonomy from the get-go. We built Chef’s systems on modern advancements in AI to make them highly flexible and adaptable enough to “pick” and plate almost any ingredient, no matter how it’s cut, cooked, or grown; this makes them an ideal solution for assembling or plating food.  

The new capital will support scaling up deployments and building out Chef’s sales and marketing teams. The company is currently active in the U.S. and Canada, with plans to expand into the UK next year.

March 25, 2025

Bridge Appliances Deploys Egg-Making Robot at First Customer

Robotics, AI & Data

Five years ago, the cofounders behind Bridge Appliances stood in line at a busy breakfast cafe. As minutes ticked by, frustration turned into inspiration. They wondered: What if the preparation of eggs could be automated? That simple question led to the creation of OMM, a countertop egg-making robot. Now, half a decade later, the Bridge team is back in a coffee shop, deploying their robot for their very first commercial customer, Beantrust Coffeebar in Beverly, Massachusetts.

Bridge cofounder Connor White recently described spending the past two months embedded at Beantrust, collaborating closely with owner Erik Modahl and his team. According to White, working alongside baristas, listening to customers, and absorbing the café’s unique culture and operational flow allowed Bridge to tailor OMM’s integration precisely to Beantrust’s specific needs.

As I wrote last year, OMM cooks two eggs in roughly two minutes, enabling Beantrust to serve around 60 eggs an hour. White notes they’ve already seen promising results, with the new sandwich lineup boosting average ticket values by 15%. Currently, one in five customers chooses to add a freshly made sandwich to their coffee order (and that number continues to climb).

This marks a significant milestone for Bridge, which raised $2 million in seed funding from Steve Papa, one of Toast’s earliest investors, in 2021. Moving forward, Bridge is likely to see more growth among small coffee shops or similar establishments that lack full kitchens or grill cooks but still wish to offer breakfast. However, they will need to raise considerably more funding to scale effectively, or they could be a potential attractive acquisition candidate for a company such as Middleby.

March 18, 2025

Smart Tea Infuser Teforia Comes Back From the Dead Seven Years After Shutting Down

Next-Gen Cooking

When it comes to zombies, you never know when they’ll spring back to life.

As we learned this past month, the same goes for zombie products. Teforia, the eponymous smart tea infuser that vanished when the company abruptly shut down in the fall of 2017, is back after nearly a decade. A New Jersey-based tea company named Adagio Teas has apparently acquired the assets and is now selling Teforia tea infusers on its website.

In its announcement, Adagio referenced the financial problems that led to Teforia’s closure but mistakenly got the timeline wrong. The release states that Teforia originally launched in 2018, when it actually shut down the year before:

“Originally launched in 2018 to widespread acclaim, Teforia was discontinued due to financial constraints, leaving a devoted community of tea drinkers longing for its return. Now, Adagio Teas is bringing this beloved innovation back, combining cutting-edge technology with the artistry of fine tea.”

“We recognized the deep passion that tea drinkers had for Teforia and its ability to elevate the tea experience,” said Michael Cramer, CEO of Adagio Teas. “As a company dedicated to providing the highest-quality loose-leaf teas, we saw an incredible opportunity to bring Teforia back and reintroduce a smarter, more intuitive way to enjoy tea.”

At the time of its original release, Teforia attracted attention because its creators claimed it could personalize each brew with precise amounts of caffeine, antioxidants, and other elements. Additionally, the hardware had a distinctive and appealing design that stood out in the tea world.

Unfortunately, the product never gained widespread popularity, likely due to its initial $1,500 price tag. While the newly re-released version is significantly more affordable at $500, many potential buyers might still question why they would invest in what remains a premium-priced tea brewer, especially when established brands like Breville offer comparable “smart” tea brewers for roughly half that price.

I’m curious to see if Teforia can succeed on its second attempt. The tea and technology landscape in 2025 is vastly different from a decade ago, with many tech-powered tea infusers available. However, backed by a reputable tea company, perhaps Teforia stands a better chance this time around.

March 5, 2025

The 5 Questions Big Green Egg’s New CEO Asked 86 Employees When He Took The Job

Business of Food

How does an outsider step into leading a company that has only had two previous CEOs over its half-century existence?

For Dan Gertsacov, who became CEO of Big Green Egg last summer—the barbecue company renowned for its devoted following and signature green ceramic kamado-style grills—the answer is straightforward: “Seek first to understand, then be understood.”

Gertsacov adopted this mantra from author Stephen Covey, spending his initial months speaking extensively with people across the company, asking them the same five questions to gain deep insights about the business and shape its future direction.

“I interviewed eighty-six individuals and asked every one of those people the same five questions over a four-month period,” Gertsacov explained.

He borrowed these questions from his former Harvard business professor, Michael D. Watkins, who published them in his influential book, “The First 90 Days: Proven Strategies for Getting Up to Speed Faster and Smarter.” Those questions are:

  1. “What is the company’s biggest challenge?”
  2. “Why is that the biggest challenge?”
  3. “What are the untapped opportunities for our company?”
  4. “How would you approach those opportunities?”
  5. “If we were to switch places—if you were in my shoes—what would you focus on?”

After conducting his extensive interviews, Gertsacov distilled his findings into a concise one-pager, summarizing key insights and charting the strategic direction under his leadership. His primary message emphasized growth, cultivating a mission-driven team, and continual innovation.

This innovation intrigued me, especially since Gertsacov previously built his career at tech giants like Google and assisted global brands like McDonald’s with digital transformation. Now, he leads a company distinctly known for its traditional, low-tech ceramic grills—products that, apart from their iconic green color, would fit comfortably into culinary history a century or more ago.

Yet, according to Gertsacov, innovation at Big Green Egg must respect and leverage its greatest strength: the passionate and loyal community of users that has driven the company’s success for decades.

“Big Green Egg has grown through word of mouth and the community,” said Gertsacov. “Preserve the core and stimulate progress.”

So, what does meaningful innovation look like for a company whose products have remained relatively unchanged since founder Ed Fisher began selling them in the early ’70s to supplement his pachinko import business? Gertsacov believes innovation lies in solving practical consumer problems—specifically, making food preparation easier—without unnecessary complications like digital connectivity.

“Rather than adding digital connectivity for its own sake, [we’re] focused on customer experience enhancements—such as enabling the grills to reach cooking temperatures more quickly—without compromising the integrity of the grilling experience,” he explained.

Improving how quickly the grills heat up directly benefits users by fitting the Big Green Egg seamlessly into more everyday cooking occasions. Gertsacov believes that simplifying the user experience will sustain and amplify the powerful word-of-mouth marketing that has always propelled Big Green Egg’s growth.

“We need to make it less intimidating and lower the barriers so it feels more accessible,” Gertsacov said. “We need to make the tent of Big Green Egg bigger to fit more folks, all while preserving the core beliefs of the community already inside.”

You can listen to our full conversation below or find it on Apple Podcasts or Spotify.

February 11, 2025

Fast-Growing Restaurant Chain MOTO Pizza Is Building an End-to-End Pizza Robot

Robotics, AI & Data

Last month in Las Vegas, we sat down with one of our favorite restaurateurs, Lee Kindell of MOTO Pizza, to discuss his vision for the future of restaurants. Lee was in town to speak onstage at CES about the industry’s direction, so we made sure to catch up with him for a one-on-one interview.

One revelation that surprised us during our conversation was that MOTO is developing an end-to-end pizza robot—one that automates the entire process, from dough preparation to boxing the finished pizza.

“Our robot is going to be fully autonomous,” Kindell explained. “It takes the pizza from refrigeration, brings it out, proofs it, tops it, cooks it, finishes it, cuts it, and boxes it. So that’s what we’re building right now. It’s truly end-to-end, and that’s what excites me the most.”

As someone who loves both pizza and robotics, I was intrigued by MOTO’s move to develop its own technology. To clarify, I asked Kindell directly about his plans. He confirmed that MOTO is indeed building a fully automated pizza-making solution—one that could potentially integrate with existing automation partners, such as Picnic (Picnic’s pizza robot adds sauce, cheese, and toppings but doesn’t handle cooking, cutting, or boxing).

MOTO has been expanding rapidly, entering new cities and sports venues. Kindell, who started as a hands-on pizzaiolo mixing dough by hand, became a firm believer in automation after an arm injury forced him to adopt a mixer. That moment reshaped his perspective—he realized that automation wasn’t just about efficiency; it was a tool to scale his business while maintaining quality.

Now, Kindell and MOTO are taking that mindset a step further, developing an end-to-end pizza robot to help the fast-growing chain keep up with demand and reach more customers than ever before.

You can watch our full conversation below.

Moto's Lee Kindell on Using AI & Robotics to Make Pizza

February 4, 2025

While Amazon Struggles With Futuristic Retail, Sam’s Club is Doubling Down on Computer-Vision To Aid Store Exits

Delivery & Commerce

An interesting set of stories came out over the past week, which showed how two retail giants are leveraging technology to help consumers get out of the store faster.

One one hand, you have Amazon halving its Go store count to 16 locations, shifting focus to licensing its “Just Walk Out” technology to third-party retailers.

On the flip side, Walmart’s bulk membership club Sam’s Club is investing more heavily to use computer vision to aid shoppers to get out of the store faster.

The key difference? Sam’s Club is using computer vision for receipt verification. Previously, members had to stop at the exit while associates manually checked receipts, causing bottlenecks. Now, cameras at the exit automatically scan carts and verify purchases, allowing members to walk out without interruption. AI works in the background to refine accuracy, while employees are freed up to assist shoppers rather than policing receipts.

Contrast this with Just Walk Out, which is Amazon’s effort to eliminate the checkout experience all together which, it appears for many people, is still too weird and feels a little to close to shoplifting.

As I wrote last year, Just Walk Out is “a radically tech-forward evolution of checkout, but one in which Amazon appears to have widely overestimated just how many people would use it and how easy it would be to implement. Self-checkout fits most shoppers’ needs when they are in a hurry, and there aren’t that many situations where consumers feel they need to skip checkout altogether.”

February 3, 2025

FirstBuild’s Latest Funky Kitchen Gadget is a Device Which Feeds & Manages Your Sourdough Starter

Connected Kitchen, Next-Gen Cooking

In a world where many kitchen appliance brands have downsized or eliminated their innovation arms, FirstBuild, the device innovation and incubation for GE Appliances, is generating (and building) more ideas than ever.

The group, which celebrated its 10th anniversary last year, has developed 104 products and features, with 37 making their way into the GE Appliances portfolio. Along the way, it has raised over $5.2 million through crowdfunding and built a community of 245,000 builders who submit ideas, vote on projects, and occasionally back them financially.

Unlike traditional corporate R&D departments, FirstBuild invites its community of makers, engineers, and consumers to contribute ideas and test prototypes in its 35,000-square-foot makerspace at the University of Louisville. This approach has led to some viral hits, including the Opal Nugget Ice Maker, which launched on Indiegogo and raised $2.8 million before a prototype was even completed. FirstBuild was also the birthplace of the Arden indoor smoker, a CES 2024 hit that is rapidly gaining a fanbase in the grilling community.

Sourdough Sidekick - Design Reveal (UPDATE)

FirstBuild’s latest project is designed for home bakers who love sourdough but don’t want the hassle of maintaining a starter. Currently in prototype stage, the Sourdough Sidekick automates the feeding process, ensuring the starter stays healthy and ready without the daily commitment. While traditional methods require constant attention, FirstBuild claims the Sidekick can sustain a starter for up to seven days, adapting to the home baker’s schedule. The device features a built-in flour hopper, water tank, and a smart dispensing system that measures and delivers the right amounts to keep the starter thriving. It will also monitor ambient kitchen conditions, making adjustments as needed to optimize fermentation.

Of course, FirstBuild’s Sidekick isn’t the first smart sourdough manager on the market. Fred Benenson, former head of data for Kickstarter, created Breadwinner during the pandemic, a smart sourdough monitoring device that tracks a starter’s growth and notifies bakers when it reaches peak activity, ensuring optimal baking times. Priced at $50, Breadwinner features real-time monitoring and smart notifications, allowing bakers to receive alerts via email, pop-ups, or SMS.

The Sidekick, in contrast, is more of a full-fledged automated feeder and management appliance, offering a more hands-off approach. Given its more advanced functionality, it’s likely to come at a significantly higher price than Breadwinner’s affordable $50 price tag.

While the sourdough craze of the pandemic has certainly cooled, my guess is there are still far more home bakers today than there were five years ago and there’s a good chance rising food prices may even spark a new wave of would-be bread bakers looking to make fresh loaves at home. If that’s the case, FirstBuild’s Sourdough Sidekick could arrive at just the right time to offer enthusiasts an easy way to feed both their baking obsession and their hungry starters.

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