Abbondanza Marketing / Speaking / Masterclass · Private
Masterclass · Private

AI agents that actually ship — beyond the demo.

Masterclass AI agents Production systems Private cohort
Private cohortSmall, selected, hands-on
QuarterlyFour cohorts a year
EN / ITDelivered in either
The Masterclass

Almost anyone can get an AI agent to demo. The demo is not the hard part. The hard part is the agent that runs unattended at 2am, handles the input nobody scripted, knows when to escalate, and doesn't quietly fail in a way that costs a customer.

This masterclass is about that gap — and only that gap. It's deliberately private and small so the room is people actually shipping agents into real operations, working on real systems, not watching a keynote about them.

Who it's for

Operators shipping, not exploring.

Founders and operators who have an agent working in a demo and need it working in production. Teams that have hit the reliability wall — the thing that's brilliant 80% of the time and unacceptable the other 20%. People who don't need to be convinced AI works; they need it to hold.

What you leave with

An agent that holds.

Reliability designEvaluation, guardrails, and failure modes handled before launch.
Escalation logicWhen the agent must hand to a human — and how.
An operational wiring planThe integration layer the demo never shows.
FAQ

Questions, answered.

What does the masterclass cover? +
The gap between an AI agent that demos well and one that runs unattended in production — reliability, escalation, evaluation, guardrails, and operational wiring. The delivery practice is AI & Automation Systems.
Why is it private and quarterly? +
It runs as a small private cohort four times a year so the work stays hands-on and the room is operators actually shipping. See a shipped example in the voice AI reception case study.
How do I get a place? +
By application via the booking link — cohorts are kept small and scoped in a short call first.

Shipping an agent?

Apply for the next cohort — scoped in a short call first.

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