{"version":"1.0","type":"card","id":"d896c593-6c31-49f0-9f80-ea700383b713","url":"https://stacklist.com/card/d896c593-6c31-49f0-9f80-ea700383b713","title":"Automation and Robotics in Modular Manufacturing","source_url":"https://www.offsitedirtnetwork.com/post/transforming-manufacturing-with-lean-principles-and-smart-technology","note":"Automation in modular factories is moving from pilot program to production reality but the implementation challenges are more nuanced than the technology marketing suggests. \n\nDesigned for factory operators and operations directors evaluating capital investment decisions in production technology. After reading, you'll have a realistic framework for evaluating automation proposals and the questions to ask before writing a check.\n","image":{"url":"https://ucarecdn.com/7e0048c8-b288-42b5-b3b7-29eb4d654fcd/","alt":"Automation and Robotics in Modular Manufacturing","width":816,"height":991},"stack":{"id":"e3888394-5830-46fd-8bfe-e9e5a071ecb3","title":"Industry News & Innovation","url":"https://stacklist.com/c/education/stack/e3888394-5830-46fd-8bfe-e9e5a071ecb3"},"created_at":"2026-06-08T09:28:19.501Z","updated_at":null,"aco":{"summary":"Transforming Manufacturing with Lean Principles and Smart Technology explores the integration of lean methodologies with modern technology solutions to optimize manufacturing operations. The content focuses on how organizations can leverage both lean principles and digital tools to enhance efficiency and drive operational excellence.","tags":["lean-principles","manufacturing","smart-technology","process-improvement","digital-transformation"],"key_entities":[{"name":"Lean Principles","type":"concept","confidence":0.95},{"name":"Smart Technology","type":"concept","confidence":0.9},{"name":"Manufacturing","type":"concept","confidence":0.98},{"name":"Digital Transformation","type":"concept","confidence":0.85}],"classification":"reference","language":"en","confidence":0.85,"provenance":{"model":"claude-haiku-4-5","tool":"@stacklist/be@0.1.0","confidence":0.85,"timestamp":"2026-06-08T09:28:30.076Z"},"token_counts":{"approximate":41,"cl100k":33},"content_hash":"sha256:6c588c4bf8e183f0317a521d8e5223a8cc92735aeba6cb58757fec943c0b136b","acp_version":"0.2","body_available":true,"body_tokens":41,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/d896c593-6c31-49f0-9f80-ea700383b713.json","html":"https://stacklist.com/card/d896c593-6c31-49f0-9f80-ea700383b713","md":"/api/public/card/d896c593-6c31-49f0-9f80-ea700383b713.md","stack_json":"/api/public/stack/e3888394-5830-46fd-8bfe-e9e5a071ecb3.json"}}