The same question, fifty times a week
Availability, pricing, directions, what to bring. Answered accurately from your own information — and handed to you the moment it would otherwise have to guess.
For small businesses and independent professionals
It wrote a decent email once and everyone agreed it was impressive. Then Monday came back exactly as it was. That gap — between a tool that can obviously do things and a week that never gets any shorter — is the whole problem, and it is not a problem with the AI.
A demo is not a system.
I build AI into software development for a living: work that gets picked up, written, checked and shipped with a machine doing most of the steps. Software is an unforgiving place to try that. The output has to be exactly right, every change is inspected by other machines and by people, and a mistake is expensive and very visible.
Quotes, intake forms, follow-up emails and the report you assemble by hand every month are a friendlier problem than a production codebase. What makes them work is the same discipline: give the thing good input, constrain what it is allowed to do, and check the output before anybody relies on it.
I am not bringing you a chatbot. I am bringing the way of working that makes automation trustworthy enough to leave running.
Every business is different, so read these as shapes rather than as a menu.
Availability, pricing, directions, what to bring. Answered accurately from your own information — and handed to you the moment it would otherwise have to guess.
A booking that becomes a calendar entry that becomes an invoice. If a person is retyping the same facts into a second system, that is usually the cheapest thing to remove first.
The overview somebody builds by hand out of four different places, every month, in the same way. Dull, repetitive, and precisely what this is good at.
Notes, voicemails, emails and photos turned into records you can actually search, without you reformatting anything first.
Anything where being wrong costs more than the time it saves. Anything that needs your judgement, your relationship with the client, or your professional responsibility. And anything where the honest answer is that a ten-minute change to how you work would fix it better than software would — I would rather tell you that than sell you a project.
Small, and with the boring one first.
Not at what AI could theoretically do — at what actually repeats, and what it costs you in hours and in irritation.
Not the impressive one. The high-frequency, low-drama task is where the hours actually are, and it is where being wrong is cheapest to catch.
It does not run unwatched at first. You see what it did before it counts for anything, until it has earned the right not to be watched.
One at a time, each paying for itself before we add another. No platform, no migration, no year-long programme.
Tell me in plain language — no technical brief required. I will tell you honestly whether it can be automated, whether it is worth doing, and what it would take.