New hires getting up to speed in days, not weeks

A new hire's first two weeks on a processing line are mostly about not breaking anything and learning where things are. Forms come last. The trainer shows them once, hands them a clipboard, and hopes for the best. Two weeks in, the new operator is filling out the form by copying yesterday's values because they are afraid to ask what each field means.

We did not set out to fix onboarding. It just happened.

When workflows are voice-first, the form becomes a conversation. The operator opens the workflow, the app says "what's the line?", they say "line three", the app says "first surface temp?", they look at the gauge, they say it. By the time they have spoken through the form three times, they have memorized the order and the meaning of every field. There is no clipboard to fumble with, no menus to navigate, no jargon to decode. The app uses the same words a trainer would.

A pork plant in Iowa that pilots with us tracked this for one onboarding cohort. New hires were filling out CCP logs unsupervised after three days, instead of the usual ten to fourteen. The supervisor said the most useful thing was that the recordings let her go back and listen to a new operator's first week. She caught two cases where the operator was calling out the wrong gauge and corrected it before it became a deviation.

This is the part nobody puts in a sales deck because it sounds too good. But it is consistent across every plant we have rolled out. The form, by being audible, teaches itself.