The journey of a startup is never easy, and the story of Bucket Robotics is no exception. But could a simple decision to rent a car change the fate of this young company?
The team behind Bucket Robotics, a Y Combinator-backed startup, faced a challenging start to their journey at the 2026 Consumer Electronics Show (CES) in Las Vegas. With a plan to transport their booth equipment in employees' luggage, the weather had other ideas. CEO and founder Matt Puchalski made a bold move to ensure their presence at the show, renting a Hyundai Santa Fe and packing it to the brim.
"It was a tight fit," Puchalski recalls with a laugh, describing the 12-hour drive through the rain. But this dedication set the tone for their CES experience.
Amidst thousands of exhibitors at the tech conference, Bucket Robotics, based in San Francisco, aimed to make an impact. Their modest booth in the West Hall, dedicated to automotive technology, was just the beginning. Puchalski's relentless spirit and extensive network in the automotive industry became their secret weapons.
I had the chance to witness Puchalski's energy first-hand during a breakfast encounter at the hotel. He and sales associate Max Joseph were meticulously preparing for the conference's Media Day, and their enthusiasm was contagious. Puchalski's introduction to Bucket Robotics left me intrigued, and soon I was holding a small piece of their vision in my hands.
Born in YC's Spring 2024 batch, Bucket Robotics is on a mission to revolutionize quality inspections using advanced vision systems, particularly for surfaces. The goal? To automate a task typically performed by humans, often in Wisconsin, and accelerate the reshoring of manufacturing across industries. Puchalski humorously highlights the need to automate this process, which has been a challenge for manufacturers for decades.
Take car door handles, for instance. Ensuring their structural integrity is crucial since customers interact with them daily. While the structural quality is well-managed, the surface inspection remains a complex task. Bucket Robotics steps in to answer critical questions: Is the color consistent? Are there burn marks or scuffs?
The challenge lies in automating these inspections without vast amounts of data. Here's where Bucket Robotics introduces a unique approach. They work from CAD files of specific parts, generating simulated defects like burn marks and bumps. Their vision software then swiftly identifies these issues on the production line, eliminating the need for manual labeling.
The company's efficiency is remarkable, with models deploying in minutes and adapting to product or production line changes. Bucket Robotics' ability to integrate into existing production lines without additional hardware is a significant selling point, attracting customers in automotive and defense sectors.
The CES floor buzzed with excitement as attendees in suits explored the startup's booth, engaging with the team and learning about their technology. Puchalski noted the consistent level of interest throughout the week, leading to in-depth technical discussions with experts in manufacturing, robotics, and automation.
But the real test lies ahead: building a sustainable business, scaling operations, securing funding, and sealing commercial deals. As for the human inspectors, Puchalski believes his company complements rather than replaces their roles, emphasizing that root cause analysis is still a crucial aspect of quality control.
And this is where the story gets intriguing: Bucket Robotics is not just automating a process; they're transforming an industry. Their journey is a testament to the power of innovation and the impact of a dedicated team.
So, what's your take on Bucket Robotics' approach? Is their vision of automating surface inspections a game-changer, or does it raise concerns about the future of certain jobs? Share your thoughts in the comments below!
