We find where AI, automation and integration change how your business runs.

One real job, followed end to end. Who touches an enquiry, where it waits, what gets re-typed into a second system, which decision always needs the same person. The automation candidates fall out of that walk-through, ranked by what they cost to fix. Starting with a platform instead is how a business ends up owning a tool that automates nothing it actually does.

Automation removes a step a person is repeating. Systems integration makes two systems agree so the step disappears entirely. A build creates the system neither of them can be configured into. They cost very different amounts, and we go in that order — which is why an engagement can end without a line of new code.

Neither label is quite right, and the difference matters. An agency builds what you ask for. AI consulting usually stops at a document. We do the diagnosis and then the engineering when the diagnosis calls for it, and you talk to the person who would do the work rather than to a salesperson.

That is how it is usually sold, which is why the term has stopped meaning much. In practice the change is smaller: one workflow that no longer needs a human courier, one integration that stops two systems disagreeing, one licence finally used at the capability you already pay for. Do enough of those and the business runs differently. Efficiency is only the word for the sum of them.

Because you are paying for the recommendation, not for the build that might follow it. That is the only arrangement in which do not build this can be said out loud. It is also why we will not quote before the diagnosis: a number given before anyone has looked is a guess, and a guess that comes in low is worse than one that comes in high.

That is the reason we write real code rather than assembling in a builder: there is no supported-integrations list to check first. The CRM, the accounting system, the portal, the internal tool nobody documented — if it exposes an interface we use it, and where there genuinely is no way in, you will hear that early rather than after you have committed.

By what stopped happening. Hours nobody spends re-typing, a report nobody rebuilds, a reconciliation nobody does on a Friday afternoon. For Mizanna Studio it is a set of DWG floor plans and elevations that goes in and comes back as 3D with every wall rendered. We agree those measures before anything is built, because an efficiency gain claimed as a percentage afterwards is unfalsifiable and everyone in the room knows it.

Forty-five minutes with the person who would do the work, at no cost. You walk us through how work really moves — who touches an enquiry, where it sits, what gets re-typed, which tool everyone quietly avoids — and you get our read on the call rather than in a follow-up deck. No deposit, and no proposal at the end unless you ask for one.

Your content, your data, your leads and your media are yours from day one. So is the code — repository, infrastructure and data, at every boundary, not licensed back to you from us. And the written recommendation is yours whatever you decide to do with it, including handing it to somebody else to act on.