Practical AI, automation, and workflow systems for modern manufacturing and industrial ops.
May 13, 2026
•
3 min read
Lessons from operating a fab shop in a world still held together by spreadsheets, tribal knowledge, and paperwork
The shift from systems of record to systems of operational reasoning
The hidden operational system inside every manufacturing business
