{"version":"1.0","type":"card","id":"89cbc605-d3ac-4971-a987-d6af05a07199","url":"https://stacklist.com/card/89cbc605-d3ac-4971-a987-d6af05a07199","title":"Common Uses of Batch Coding Machines in Food and Pharma Industries","source_url":null,"note":"Batch coding machines are essential for accurate product identification, quality control, and regulatory compliance in the food and pharmaceutical industries. They print critical information like manufacturing and expiry dates, batch numbers, and serial codes on various packaging materials, enabling traceability, reducing errors, and supporting high-speed production lines.","image":{"url":"https://ucarecdn.com/8cf397a9-e042-4080-8d14-6843c54b6770/","alt":"Common Uses of Batch Coding Machines in Food and Pharma Industries","width":1240,"height":1753},"stack":{"id":"df183058-0511-4046-b04e-541107287fd2","title":"SH Hitech Solution","url":"https://stacklist.com/stack/df183058-0511-4046-b04e-541107287fd2"},"created_at":"2026-08-29T04:58:36.010Z","updated_at":null,"aco":{"summary":"Batch Coding Machines are automated systems essential for printing product information like manufacturing dates, batch numbers, and barcodes on packaging in food and pharmaceutical industries. These machines ensure regulatory compliance, maintain traceability, and support high-volume production while protecting consumer safety and brand reputation.","tags":["batch-coding-machines","food-industry","pharmaceutical-industry","product-identification","regulatory-compliance","packaging","traceability"],"key_entities":[{"name":"Batch Coding Machines","type":"concept","confidence":0.95},{"name":"Product Identification","type":"concept","confidence":0.9},{"name":"Traceability","type":"concept","confidence":0.9},{"name":"Regulatory Compliance","type":"concept","confidence":0.85},{"name":"Manufacturing Dates","type":"concept","confidence":0.85},{"name":"Batch Numbers","type":"concept","confidence":0.85},{"name":"Barcodes","type":"concept","confidence":0.8},{"name":"Quality Control","type":"concept","confidence":0.8},{"name":"Flexible Packaging Materials","type":"concept","confidence":0.75}],"classification":"reference","language":"en","confidence":0.85,"provenance":{"model":"claude-haiku-4-5","tool":"@stacklist/be@0.1.0","confidence":0.85,"timestamp":"2026-09-23T10:39:01.504Z"},"token_counts":{"approximate":2503,"cl100k":1802},"content_hash":"sha256:8b7ff44f3889cf8d3f72f107436adf298b72f34f6ea5a8acde96c33a28b178e3","acp_version":"0.2","body_available":true,"body_tokens":2503,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/89cbc605-d3ac-4971-a987-d6af05a07199.json","html":"https://stacklist.com/card/89cbc605-d3ac-4971-a987-d6af05a07199","md":"/api/public/card/89cbc605-d3ac-4971-a987-d6af05a07199.md","stack_json":"/api/public/stack/df183058-0511-4046-b04e-541107287fd2.json"}}