Contact
Bring the report. We will cut the spec.
A first conversation is a walk through the numbers. Open a brief, or write Lucian Pavel directly. He reads it.
If your AI-generated numbers need to survive an audit — that conversation is also free.
Desk
- Consultant
- Lucian Mihai Pavel
- Firm
- PAWELWORKS S.R.L.
- Location
- Bucharest, Romania
- lucian-mihai-pavel
How it starts
Async. Written-first. One person on the hook.
01
Confirm
30–45 min on the number that will not tie.
02
Blueprint or audit
Written acceptance. Then the smallest useful cut.
03
Cut
Model, pipeline, or gate. Recon on the grain.
04
Handover
Tests, change summary, training. The file stays.
Or cut a brief first
Four questions. A reference. Then we talk.
01 / 04
What do you need cut?
FAQ
Do you build platforms?
No. Audits, models, pipelines, a blueprint, a gate, an estate, a method pack.
Do you use AI?
Yes. Behind a rubric. A person signs.
Will the work leave with you?
No. Source artifacts, change summary, training.
Are the workshop cuts live books?
No. Labelled synthetic. The method is the hire.