Forward-deployed engineers.For industrial operators.

The assessment

We start on the floor, not in the boardroom.

It is a long questionnaire, and most surveys like it ask the same questions at every level. Ours carries each answer up, so every conversation is shaped by the one below it. It measures how work actually moves through the place, and maps what you already run — the ERP, the spreadsheets, the shared drive, and which of them the real numbers are in.

One person naming a problem is an opinion. Three people who never compared notes naming the same one is a constraint.

Two things come out. A ranked list of what is slowing the business down, which sets what we build and in what order — and a map of how the place runs, which gives the foundation a running start.

You are not paying for a report.

Choosing the first build

Everything on that shortlist gets scored the same way.

A two-hour problem that happens twice a year loses to a ten-minute problem that happens forty times a day. That is arithmetic, not taste.

It is also why we don’t start with the most exciting idea. The first thing we build is whatever the ranking puts on top — not whatever the loudest person in the room wants.

The Hub

Before any tool, we build the layer they all run on.

The Hub is a working model of how your business operates, kept in one place so that no tool has to be told twice and no two tools disagree. The assessment gives it a head start; the rest we build.

Then the tools go on top, in the order the assessment ranked them.

So it compounds. Every tool we add makes the next one faster to build, and the whole thing does more than it did the week before — without anything being ripped out and started over.

And as the AI gets better, it picks up the same tools and does more with them. What you build this year gets more capable next year on its own.

An example · one task, start to finish

A task comes in — an RFQ, say. This is every step between it landing and the reply going out.

The time horizon

The fastest thing we have put into production went live in three days. Most of what we ship lands in one to three weeks — the kind of work that used to be scoped in months.

This is the pace we can move at — as long as we are on the floor long enough, and get the details right while we are there. The speed comes from the foundation being correct underneath, not from anyone working faster.