ABOUT THE PRACTICE · PROOF AND HONESTY
Evidence and limits.
Most training pages show you logos and stars. We would rather show you the ledger — what was actually built, what it actually changed — and be explicit about what we do not claim.
EXAMPLE WORKFLOWS · ILLUSTRATIVE ONLY
Example workflows, not a client result.
This is an illustrative workflow pattern, not a published client result. A real ledger needs a named owner, dates, evidence, exceptions, and company approval.
EXAMPLE WORKFLOWS · ILLUSTRATIVE ONLY
ILLUSTRATIVE
frictionmeeting notes need a reviewable capture stepsystemcapture → review → CRM updateevidenceexample only · no client result claimedstatusillustrative example · not a client result
EXAMPLE WORKFLOWS · ILLUSTRATIVE ONLY
A real entry appears only after the workflow runs, evidence is checked, and the company approves publication. Nothing here claims a client result.
ADOPTION
Is the team actually using it — or politely ignoring it after week two?
COSTS
Running costs and time spent, logged against the hours recovered.
EXCEPTIONS
What broke, who was alerted, how it was handled. Silence is a red flag.
OWNERSHIP
A named person who can explain, fix, and evolve the system without us.
THE LIMITS · WHAT WE DO NOT CLAIM
Read this before you buy anything.
We do not promise an ROI number
The Scan prices YOUR business case from YOUR flows. Any number promised before that would be theater.
This is not for every team
No builder profiles, no program — we say it in writing. Some teams should go managed, or wait.
Your people must have time
Capability transfer costs hours from real employees. If nobody can be freed up, do not start.
The field moves under us
Tools change monthly. We teach the loop precisely because tools expire — but expect revisions.
THE PRACTICE
One standard, two houses.
LearnAIthing is the education house of a small galaxy of practices: the professional practice for diagnosing, building, operating, and transferring useful AI systems.
When a company needs outcomes managed for them rather than capability transferred to them, we hand over to the other house — AI Jungle.
MEET THE PRACTICE AT LOIC-GUYON.COM →REVIEWS · IN THEIR WORDS
Reviews from program graduates are collected off-platform and published with name and company, or not at all.
[ verified reviews land here — name + company + cohort ]