Expertise · method & results
Custom AI automation
I automate a business process with AI: clear method, deliverable on your stack, measurable result.
Reply within one business day. First written opinion, free.
The process is clear. Getting it done isn’t.
Too many hours on repeatable work
Invoices, data entry, follow-ups, sorting. Hours every day, same gestures.
Legacy tools, no clean API
The business software talks to nobody. “Magic integrations” stop here.
GDPR and a tight budget
Sensitive data to protect. No budget for a factory.
Expertise, method, result — on your stack
I design a script, workflow or API that runs on your side, on your tools. Reproducible pattern: scope the process, then industrialise it. You talk to the person who ships. Written prices before work starts.
Field case
Accounting firm (~50 people)
Invoice handling: ~3 h / day / accountant. Legacy software, no API. GDPR constraints. Tight budget.
Extraction workflow + human review on ambiguous cases. Time on repeatable work down sharply. Exceptions stay with a human — on purpose.
Anonymised case. Figures from the client brief, not a made-up marketing story.
Specify. Orchestrate. Validate.
Specify
We isolate one process. Inputs, outputs, exceptions, sensitive data. If it isn’t measurable, we don’t start.
Orchestrate
Deliverable on your stack: script, workflow, API, connectors. AI does the repeatable work. You keep the rules.
Validate
Before / after measure. Test sets. Human checkpoints. Nothing to prod without your go.
GDPR, legacy, budget — I handle that
Sensitive data: GDPR-scoped flows and hosting, human checks on critical cases.
Software with no API: scripts, exports, light orchestration — wired to your tools, not mine.
Tight budget: one process, one written success criterion, one quote before anything starts.
If the right move is a human checklist, I say so in the audit — before you pay.
Concrete, not slides
- Solo freelance — you talk to the person who ships.
- FR and EN. Written prices before work starts (quote).
- Accounting case: invoices, legacy, GDPR — delivered on the client stack.
- Free audit: written opinion within one business day.
One process. One success criterion. One written quote.
Describe the process that eats your time. I’ll tell you if AI holds up — and at what price — before anything starts.
Short form. Reply within one business day.
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