Tell me the problem
You explain the idea, task or workflow you want to improve. A voice-note-level explanation is plenty.
Custom tools for messy workflows
I build small custom AI tools, automations, dashboards and web apps for business owners and small teams still copying, chasing, sorting and updating things by hand.
Built from real headaches
Not concept pieces. Each one started with a specific annoying job, then became something people could use without a manual open beside them.
Gives a caller a real bathroom price in about a minute, priced from a live materials list rather than a guess.
Read the case study
Tenant reports a leak, the agent triages it, prices it, picks a contractor and puts one decision in front of the landlord.
Read the case study
One place to log sessions, follow the week, and see progress — instead of rebuilding the system every Monday.
Read the case studyNo perfect brief needed
Before anything gets built we map the current workflow, find the slowest or most annoying step, and decide the smallest useful version. If a custom tool is not the right answer, I will tell you that instead of selling you one.
How it goes
You will know the price and the date before anything starts, and you will see it working early rather than waiting for a reveal.
You explain the idea, task or workflow you want to improve. A voice-note-level explanation is plenty.
I break down what needs to happen, what it needs to connect to, and what the smallest useful version looks like.
A working tool, not a prototype you have to imagine. Fixed price, fixed date, agreed before I start.
We run it against the actual work and make it simpler and clearer from what we learn.
Workflow first, tool second
I am not here to sell you AI magic or a platform you do not need. I build from the workflow backwards: what happens now, where the time goes, and what a useful first version actually is.
My sweet spot is small builds with clear jobs — tools that save time, organise the mess, connect the boring bits, and make the day-to-day feel less clunky.
The best tool is the one that quietly removes the job you were tired of doing.
No risk on your side
You get a fixed price and a delivery date before anything starts, not an estimate that drifts. If what I build is not doing what we agreed it would, you owe me nothing and you keep the work.
Before you overthink it
Most good builds start as a slightly embarrassing sentence like “I keep doing this manually and it is driving me mad.”
Most first versions land in two to three weeks. Smaller jobs are often a few days. You get a fixed date before anything starts rather than an estimate that keeps moving.
A fixed price up front, once I understand the job. Small builds are considerably less than people expect, and if I think the thing is not worth building yet, I will tell you.
That is usually the best place to start. Tell me what is annoying, what you are doing manually, and what you wish happened instead. I will help turn that into a clear first version.
No. You need to understand the problem, not the stack. I handle the technical choices and explain the trade-offs in plain English.
Small web apps, AI tools, internal dashboards, workflow automations, API integrations and MVPs. The common thread is that it needs a clear job and a real person using it.
Then we reduce it. Most complex ideas have a smaller first version hiding inside them. If it genuinely needs a bigger team, or is not worth building yet, I will say so.
The easiest next step
Send the messy version. What you do now, where it breaks, and what would make next week easier. That is enough to start.