Below are five problems that belonged to real businesses. What each one was costing, what was done about it and how far it got. Every one of them was built. Each says whether it's running today or was handed over to somebody else to run.
Whatever the trade, the answer comes out in this shape. The order is the part that matters: the person sits above the machine, never beside it. Not every problem needs all three layers. The last one below deliberately hasn't got them.
It writes what it wants to do into the queue. You approve in batches, then a plain worker carries it out with no model in the loop. That's why an approval here is a promise about one exact change rather than a general permission.
Each one is written as the thing that was wrong, because that's how you'll recognise your own. The full drawing of any of them is on the case studies page.
You started the business to do the thing you're good at. Now the week goes on stock counts, postage, VAT returns and an inbox that never empties. Every one of those jobs is small. Together they own you.
An online shop that has been run this way every day since it launched. It reads across the whole shop each morning, gets the work ready before anyone asks, then waits for a yes.
See it drawn out →Your figures live in three systems that don't match. Every board pack gets assembled by hand and it's already late by the time anyone reads it. Underneath, a long tail of renewals and small orders quietly eats the hours that should be going to your biggest accounts.
A reporting layer that reads all three at once, works out the forecast against target and explains in plain words what moved. Every figure traces back to the system it came from. Built and handed over.
The business isn't named, no figure from its accounts appears here and none ever will.
See it drawn out →The moment an agent can reach what your company knows, two questions land at once. What is it allowed to touch? And afterwards, what did it actually do? With no answer to either, the sensible decision is no, which is where most of these projects stop.
A service that answers both, built for more than one customer from a standing start and deployed to production. A person sets what's allowed, the agent works inside it, every request is written down whether it was allowed or refused.
See it drawn out →You sell perfectly well face to face. Online you're nowhere. Every agency you ask comes back with a big number attached to a timeline in months, so the whole thing goes back on the list for another year.
I audited how one business sells today, then built and deployed a working shop stocked with its own products at its own prices. Checkout tested end to end against the backend. From a cold audit to a link they could click, the same day.
See it drawn out →Some jobs have no room for judgement in them at all. A cut either happens on time or it doesn't. The whole audience sees which. Anything that stops to think before it acts is a liability.
A real-time switcher built for a broadcast client, with a control interface, automatic failover and a screen for the operator. Nothing mocked, every check run before it shipped. Cut latency measured at 3.1ms at the 99th percentile.
This is the top layer of the model written out as a list. Human control isn't a screen or a feature you get shown once. It's the set of things the machine was never given in the first place. Worth reading before the sales bit, because it's the part that makes the rest believable.
These aren't settings that ship switched off. They were never built, so there's no switch.
Every job starts by asking about everything it wants to do. A job that keeps getting it right can earn the right to run on its own. A job that slips goes straight back to asking, then tells you it did. Never the whole system at once.
It starts with a free audit of how your business actually runs. It stops wherever you want it to. There's no long contract and no big switchover. I find one job that's costing you time or money. I fix that one. Then you decide about the next.
I map how your business actually runs: which systems you use, where they don't join up and where your week goes. The map's yours to keep, even if you stop there.
You get a short plan in plain words: what's worth building, in what order and what it won't fix. I tell you the limits first because that makes the rest easier to believe.
I build one job at a time, starting with the smallest useful one. Every job asks before it acts. Nothing touches your customers or your money on day one.
I keep it all running, fix what breaks and add new jobs as you find them. A job gets more freedom only when it's earned it, never just because time has passed.
Most of the value is in the first step, which is why it's free. The map of how your business runs is yours to keep even if we never speak again.
If any of those sounded like your week, the next thing is a conversation. Then a free audit, if it's worth it. LinkedIn is the way to reach the person who'd do the work.