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Modern CAD can model an aircraft assembly. It still can't tell you the part is a nightmare to machine. That blind spot costs manufacturers billions a year — in rework, late feedback, and engineering time spent on coordination instead of engineering.

Hardware teams don't lose time to bad engineering — they lose it to the gap between where the file is and where the context lives. Here's why traditional PDM and shared storage aren't collaboration, and what cloud CAD finally makes possible.

Software founders can pivot for free. Hardware founders go bankrupt trying. AI text-to-design is about to change that — giving hobbyists, indie founders, and hardware entrepreneurs the same velocity that enterprise R&D labs take for granted.