We map the process before picking the tool. AI goes where it actually removes work, with cost and limits stated up front.
What is included
- assessment of the current process, with the manual steps documented
- recommendation of what to automate and what should stay human
- a working prototype before any long-term commitment
- estimated monthly running cost, including model usage
What is not
I do not resell tool licences or deliver projects that only exist as slides.
Integration between systems you already have, and automation of repetitive work. Not every automation needs AI — knowing when it does not is part of the job.
What is included
- survey of the manual steps and the time each one costs
- integration between systems via API, spreadsheet or file
- automation with closed scope and a defined stopping point
- documentation on how to run it and how to switch it off
What is not
I do not automate a process that has not been understood — mapping comes first.
Hands-on training in applied AI, using your own team’s tools and workflows. You leave with something working, not with slides.
What is included
- content built around the team’s real cases
- practical sessions with people using the tools
- supporting material that outlives the workshop
What is not
It is not a motivational talk about the future of work.
When the right tool does not exist, I build it. Small scope, delivery in weeks, and the code is yours.
What is included
- web application with closed scope
- infrastructure and deployment included
- code delivered and documented
What is not
I do not take on projects without a defined scope, or open-ended maintenance.
How it works
Four steps
- 01
First conversation
One hour to understand the problem. No charge. If I am not the right person, I say so on the spot.
- 02
Assessment
A map of the current process, with the manual steps and the time each one costs documented.
- 03
Prototype
Something working at small scope, so the decision rests on evidence instead of assumption.
- 04
Delivery
Implementation, operating documentation, and the monthly running cost stated before we start.
Describe my problem