Bucket Robotics

Bucket Robotics is a venture capital-backed automation technology company founded in 2024 and headquartered in Pittsburgh, Pennsylvania. The company develops AI-powered, computer vision-based defect detection systems for manufacturing and quality assurance teams. Its flagship product, WrenchML, enables manufacturers to upload CAD files and automati... cally generate photorealistic defect datasets eliminating the need for manual photo collection or data labeling and deploy production-ready vision models on existing cameras and edge hardware. The platform is designed to be software-first, integrating into existing factory automation infrastructure without requiring new hardware or lengthy implementation cycles. Bucket Robotics serves manufacturers working with injection molding, casting, and surface inspection workflows, with a particular focus on scalability across SKUs, facilities, and production lines. The company was co-founded by CEO Matt Puchalski and Steph Wolski, both veterans of the autonomous vehicle industry with experience at Argo AI, Uber ATG, and Stack AV. Bucket Robotics is a Y Combinator-backed company and has raised $500K in seed funding.Read More