What breaks when robotics hardware moves from prototype to production?

The most common failure points are tolerance stack-up in assemblies, component availability gaps in the BOM, undocumented design changes made during prototyping, and test procedures that were never written down because the engineer ran every check by hand. Each of these is invisible during prototyping and becomes a production blocker at scale.

Why this becomes hard

Prototypes tolerate ambiguity. The engineer who built the prototype knows which parts fit, what to hand-tweak, and what to accept as close enough. That institutional knowledge does not transfer to a supplier. When production starts, every assumption has to be explicit—in the drawing, the BOM, the assembly sequence, or the test procedure. Suppliers build what is in the files, not what was intended.

What teams usually miss

BOM revision control is almost always missing. Parts substituted during prototyping don't make it back into the BOM. The production build uses the wrong part, and the root cause is invisible until someone opens a failed unit. Underdefined tolerances are the second most common gap—critical fits that worked at five units because an engineer hand-selected mating parts will fail at fifty units when the supplier uses random-draw assembly.

What KnowYi does

Before routing a build to production, KnowYi audits the BOM for revision drift, flags substitutions against the original spec, checks component availability against current lead times, and requires a documented first-article inspection against the 2D drawings before releasing the full lot. We structure the build record so deviations are captured, not lost.

What to send us

Send your most recent BOM with any revision notes or substitution records, CAD files, 2D drawings, Gerbers, and any documentation of changes made during prototyping—even informal notes. The more context we have about what changed, the better we can audit the gap.

If you already have CAD, drawings, BOM, Gerbers, or even an incomplete file package, send it to KnowYi. We can turn it into a clear manufacturing path with missing inputs identified, quote blockers flagged, supplier routing handled, production records maintained, and delivery evidence returned.

Send us the build