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Summer 2024Industrials

Bucket Robotics

Defect detection for manufacturing built from CAD and synthetic data.

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About Bucket Robotics

Bucket Robotics is making defect detection faster, easier, and more deployable — starting with the 250M lbs of plastic wasted annually in U.S. manufacturing. Our platform turns CAD files into defect detectors. We generate synthetic, photorealistic training data to help factories catch flaws before they ship. No manual labeling, no real defects required. Our models deploy to edge hardware and integrate easily into existing automation stacks. We come from the self-driving world (Argo AI, Uber ATG, Stack AV), where we built reliable perception in high-noise, real-world environments. We're applying that experience to manufacturing: robust sensing, user-friendly interfaces, and fast iteration cycles. Manufacturers hesitate to adopt new sensing due to data concerns, integration risk, and poor UX. We’ve handled petabytes of regulated autonomy data — and built systems that earn trust. Legacy vendors like Keyence and FLIR offer hardware-centric tools with bloated pricing and outdated software. We’re building the opposite: flexible, modern tools that engineers want to use. Manufacturing is in the middle of a $700B automation wave across North America. Bucket Robotics is building the quality control infrastructure to match.

Quick facts

YC Batch
Summer 2024
Founded
2024
Team size
4
Industry
Industrials • Industrials -> Manufacturing and Robotics
Tags
robotic-process-automation, robotics, computer-vision, manufacturing
Website
bucket.bot
Profiles
LinkedIn · Twitter · GitHub

Founders

Matt Puchalski
Founder/CEO
Matt is co-founder and CEO of Bucket Robotics. Before co-founding Bucket Robotics, Matt distinguished himself in the autonomous vehicle industry through pivotal roles at Stack AV, Latitude AI, and Argo AI. His work at …

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