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                                                                                                                                                                4.0
                                                 
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| Reviews | 14 | 10 | 
| 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 Legacy vendors like Keyence and FLIR offer hardware-centric tools with bloated pricing and outdated software.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.  | 
                                                                    
                                         Fresco helps construction superintendents take 1000s of pages of notes, 10x faster. We automate the process of completing progress notes and punch lists, reducing time requirements from hours to minutes. Superintendents simply record videos of their site walk, and Fresco pulls out the relevant information and formats it into rich reports. We also offer one-click integrations with leading project management software like Procore and ACC, for maximum usability.  | 
                                                            
| Website | https://bucket.bot | https://fresco-ai.com/ | 
| Positives | 
                                                                                                                             "Customer service is responsive and helpful." 
                                            
                                                Justice Leuschke - 5/5
                                             
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                                                                                                                             "Well-designed interface and powerful features." 
                                            
                                                Mr. Kurtis Lockman - 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." 
                                            
                                                Kenyatta Morissette - 1/5
                                             
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| Details | View Full Review → | View Full Review → |