OperBot answers from your work instructions and captures what they don't cover. An engineer approves every change.

Affiliations

ARM Institute Realist Lab

The floor asks. An engineer approves.

The engineer's Approvals queue: captured answers from the floor waiting on review, each one shown against the work instruction it would change.

Every answer is grounded in your own work instructions, scoped to the part and revision on the machine, with the source cited. Nothing reaches the floor until an engineer says so. Real screens from the product, shown with demonstration data.

The stakes

Your best operators are retiring.

None of what makes them good is written down. It's in how they set up a job, and when they override the number on the page.

25%
of the manufacturing workforce is over 55
2.1M
manufacturing jobs projected to go unfilled by 2030
$47M
lost a year at a large firm to knowledge that never got shared

Sources: The Manufacturing Institute · Deloitte & The Manufacturing Institute · Panopto Workplace Knowledge Report

How it works

We don't document your operators. We apprentice to every one of them.

It learns from your whole floor, earns trust by being useful, then captures the judgment that would otherwise leave.

01

Serves the floor

Answers spec questions, pulls drawings and past orders, and surfaces how the job ran last time, at every station, on every shift.

A grounded OperBot answer: the tool, the feed rate and the do-not-override note pulled straight from the work instruction, with the WI-101 · Op 20 source chip underneath.
02

Earns the question

Being useful buys the right to ask, the moment something deviates. Otherwise it stays quiet.

The Capture flow mid-question: OperBot asks what the operator did differently and what told them it came out right, and the operator's answer sits in the box, ready to send to the engineer.
03

Captures the judgment

The operator answers in ten seconds by voice. The answer becomes a proposed change, never an automatic one, and an engineer approves it.

The confirmation card: OperBot turned the operator's spoken answer into a proposed work-instruction edit for WI-101 Op 20, marked Pending approval and routed to the engineer.

Talk to the founders.

Tell us what you make and how many operators are on the floor.