See past the official map
Recognize the four paths AI takes into an organization, including the ones no license or project ever records.

AI already shapes the evidence, the meaning and the options that arrive at the table. Learn to read how a decision was actually constructed — and where to place the one safeguard that makes it governable.
First lesson free: just an account, no card.
$399$499 · one-time · first lesson free, no card needed
4 hours
Focused video learning
13 lessons
Four executive modules
13 slide decks
One per lesson, downloadable
1 safeguard
Designed on your own decision
The outcome
An AI inventory tells you which systems exist. It does not tell you which of them entered the last decision your board approved. This masterclass replaces the inventory question with a decision question, and gives you a structured way to answer it.
Recognize the four paths AI takes into an organization, including the ones no license or project ever records.
Trace a choice back from the meeting to the trigger, and mark where AI entered each stage.
Tell apart selecting evidence, proposing a meaning, generating options and ordering relevance.
Keep cognitive contribution, decision authority and accountability distinct inside the same approved decision.
Use Predict, Interpret, Generate, Orient and Act to turn scattered evidence into one readable configuration.
Place one challenge point where framing can still be questioned, with an object, a position, an owner and evidence.
Who it is for
01
Approving decisions whose preparation now runs through systems that hold no seat and no signature.
02
Accountable for how choices are prepared across functions, not only for the tools that were bought.
03
Asked to govern AI in decision-making, and looking for something more precise than a policy and an inventory.
Curriculum
Each section earns its place by moving the applied project forward. No oversized content library and no filler lessons.
01.1
The four paths AI takes into an organization, and the gap between what management sees and what is actually used.
01.2
A supplier stops production: 72 hours of forecasting, capacity and simulation before a 45-minute meeting.
01.3
Five truthful answers about one pricing decision, and why none of them describes the full AI footprint.
Your applied project
Every module works on a decision you already know: you trace it, mark where AI entered, read its configuration through the five dimensions, then name the blind spot and the single control that addresses it.
A decision trace of a real choice
Its AI touchpoints, stage by stage
A qualitative SDC profile
The three positions, separated
A named blind spot
One proportionate safeguard and a 30-day action

Andrea Santoni
Your professor
An ICT and digital transformation executive with 25+ years across Deutsche Bank, Engineering Ingegneria Informatica and deep-tech manufacturing. Author of Il Project Manager Aumentato+ and creator of the Cognitive Delegation Scale™, the framework this masterclass teaches.
ICT & Digital Transformation Executive · Creator of the Cognitive Delegation Scale™
Executive Director · Engineering
Scientific Board Member · ENIA
Executive MBA · Rome Business School
Author · Il Project Manager Aumentato · FrancoAngeli
You don't build alone. Every masterclass enrollment includes 24/7 access to LUNA—our cognitive AI agent calibrated on Andrea Santoni's frameworks to answer technical questions, calculate token margins, and review your applied project blueprint.
Blueprint Auditing
Pressure-test your deliverables against the masterclass evaluation rubrics.
24/7 Q&A
Instant answers and code debugging across every module on your schedule.
Math & Token Economics
Calculate exact inference margins, latency budgets, and SLA constraints.
Zero Token Fees
Included directly in your tuition with lifetime student access.
Make it specific
Work with a professor on your actual product, decision or next step after learning the shared method.
Questions
Start when you are ready
Learn at your own pace, keep lifetime access and finish with an applied project you can continue using.