In many discussions about industrial AI, human-in-the-loop is presented as a temporary phase. The underlying assumption is familiar: first, people
Standard work does not fail only because people ignore it. In many factories, it fails because the process makes it
AI agents are entering the industrial conversation with a familiar promise: more autonomy, faster decisions, less manual coordination, and fewer
In many factories, standard work has an image problem. It is often treated as paperwork, compliance, documentation, or something prepared
Generative AI has entered manufacturing through a familiar sequence. First came curiosity. Then came demonstrations. Then came internal pilots: maintenance
Many factories say they practise 5S. They clean the area before audits. They paint lines on the floor. They label
Many factories already have more dashboards than decisions. Production teams monitor OEE. Maintenance teams review CMMS reports. Quality teams analyse
Many organizations say they “go to the gemba.” They schedule walks. They define routes. They visit production lines, cells, warehouses,