With AI where it pays off, and not where it doesn't. For mid-market companies where the tools already exist, but the work still stalls.
You already bought the software. It works. And the leads still sit untouched, the pipeline stalls at the first stage, and people quietly run the real work on spreadsheets.
The software was never the problem. The operation didn't follow it. That gap, between a tool that works and an operation that moves, is where I work.
I read the operation first, find where the work actually gets stuck, then make the right next step easier than ignoring it. The software is the lever, not the deliverable.
Process-mine the live system to see exactly where work stalls, with numbers, not opinions.
Rebuild the flow and automate the mechanical parts. Surface the one next action instead of a backlog.
Built into your production system, not a slide deck or a parallel tool nobody opens.
When the new way is easier than the old, the behavior holds without anyone being nagged.
Real work, with the honest part included: the diagnosis is cheap and fast. Making the operation act on it is where the value is.
I spent my first career in finance and credit risk, running decision systems for a multinational group: scoring, approval chains, controls, across a portfolio near €500M and five continents.
That taught me to read a business process, where decisions happen, where friction hides, and what actually matters versus what just looks busy. Now I build the software myself.
I read the process first. Then I write the code.
Map your operation on a single page, send it over, and I will give you my read for free. If it is worth going further, the path is short.
Fill in the one-page operation map, send it, and get my honest read on where AI pays off for you, and where it doesn't.
A focused look at one workflow: where it stalls, what is worth automating, and what to leave alone.
I build the fix into your production, own the outcome, and stay on the hook until the operation actually moves.
A few lines on where the work gets stuck. I read every one myself and reply personally, usually within a day.