What the mashup costs you:
➡️ Engineering doing manufacturing's job too
➡️ One change, fixed in every plant's copy
➡️ Factory improvements wait on engineering
➡️ A second plant means restructuring it all again
Every engineer knows the rework loop.
You design it. You release it. Then someone downstream finds out it can't be built the way you designed it.
Then it checked the real process, saw the tooling couldn't reach one joint, and moved that fastener before anything was released.
It caught a collision that normally bites two steps downstream.
This came up on the "Designing With Intelligence" panel at Ai4.
If your designs keep colliding with reality after release, let's talk.
youtu.be/OyCaNu3I034?t=2317
So it stays invisible until the floor, where one person finds a wrench that won't fit.
Make the 3D the authoritative truth and the problem shows up on a screen, weeks early, while the fix is cheap.
We train engineers for years. We hand them the best CAD and simulation tools on the market.
Then we bury a quarter of their week in non-engineering work.
Not because they're slow. Because of how we make them manage data.
CoLab's research puts it at 23% of engineering time lost to non-value-added work. More than a day a week, every week.
That's not a discipline problem. It's an architecture problem.
By the time you're in detailed design, most of the performance is already baked in. The big levers moved during the system phase. After that, changes get smaller, harder, and more expensive.
That early work is too important to keep stranded in tools nobody can maintain or connect to anything else. The behavior it captures should feed the rest of the lifecycle, not die in a folder.