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                                                                                                                                                                4.0
                                                 
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                                                                                                                                                                4.4
                                                 
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| Reviews | 14 | 13 | 
| Category | Project Management | Project Management | 
| Description | 
                                         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 Legacy vendors like Keyence and FLIR offer hardware-centric tools with bloated pricing and outdated software.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.  | 
                                                                    
                                         Circleback helps teams get the most out of every conversation with best-in-class AI-powered meeting notes, action items, automations, and search. For example, Circleback can automatically identify feature requests that come up in product demo calls and create Linear tasks for each of them, or update your CRM with customer details after a sales call. Before Circleback, Ali led the first integration of LLMs into the Stripe support product and Kevin worked on predictive analytics at Tableau as a senior software engineer.  | 
                                                            
| Website | https://bucket.bot | https://circleback.ai | 
| Positives | 
                                                                                                                             "Really impressed with the features and ease of use." 
                                            
                                                Russell Wilkinson I - 5/5
                                             
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                                                                                                                             "Excellent customer support and reliable service." 
                                            
                                                Dena Funk - 5/5
                                             
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| Negatives | 
                                                                                                                             "The interface is confusing and needs improvement." 
                                            
                                                Brendan Hilpert - 1/5
                                             
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                                                                                                                             "The interface is confusing and needs improvement." 
                                            
                                                Floyd Russel - 2/5
                                             
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| Details | View Full Review → | View Full Review → |