Industries

Where AI pays back first, in your industry.

Each page answers one question in an owner’s words, then shows the three places owners start and how we do it.


A production line drawn in fine lines, one machine lit.

Auto components

Rejections and rework eat the margin.

Where AI pays back first: in quality and in quoting. Both run on the judgement of a few senior people, and both leak margin when those people are not in the room.

Plant Engine: in build

AI in auto components
A tower under construction drawn in fine lines, one floor lit.

Real estate

Enquiries go cold before anyone calls back.

Where AI pays back first: in sales, in the minutes after an enquiry arrives. Enquiries go cold before anyone calls back, and which ones get the call depends on the judgement of one or two senior sales people.

Sales Engine: first engine, demo opening soon

AI in real estate
A process plant drawn in fine lines: tanks and a stack, one tank lit.

Chemicals and pharma

Batch yield swings with who is on shift.

Where AI pays back first: in batch yield and in quality. Both swing with who is on shift, because the best operators run the batch on judgement that was never written down.

Plant Engine: in build

AI in chemicals and pharma

Any owner-led business

Cash sits in receivables.

The Cash Engine ranks who to chase, when and how, the way your finance head does on a good day.

Cash Engine: in build

The engines

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