Case study

One real build, shown honestly

I would rather show you one thing I actually built than a wall of logos I did not.

Recruitment · Training

The problem: A lean training and recruitment startup places people into partner companies. Every candidate was matched by hand: to the role, the company, and the hiring manager's notes, checked against 1 000+ firms they already knew. Spreadsheets and inboxes could not keep up.
The build: An AI system that scores every application against the role, the company, and the hiring manager's notes, checked across their 1 000+ companies, with the AI score and a human read shown side by side.
The result: A small team now matches at a scale that would take far more people by hand. The system runs the first pass, a person always makes the call, and every score shows its reasoning.

AI score + human read, on every match

How it works

How a pilot becomes a case study

01
I agree the scope with you
One automation, one metric, one deadline. Written down, so we both know what done looks like.
02
I build it with you
You see the work as it happens. No black box, and no surprises at the end.
03
I measure and publish
If it worked, that becomes the case study, with your permission and your numbers.