Key takeaways
- AI takes the drafting pile: stand-up digests, impediment write-ups, retrospective prep. The Scrum Master keeps the room and decides what goes upstairs.
- The first thing you write in the Certified AI Facilitator class is a boundary list for your own team: what AI may draft, what it may assist with, what it must never touch.
- The credential is assessed after class on your own material by an assessor who did not teach you.
- It can be failed. The bands are Not yet, Pass and Strong, and a pass is for life with no renewal fee.
A Scrum Master’s week splits into two piles. One pile needs a person in the room: a retrospective that turns tense, or two leads who will not agree. The other pile is writing. Stand-up notes, the retro summary, the impediment nobody upstairs has read yet. AI can take most of the second pile, provided you can tell a weak draft from a strong one. That judgment is what the Certified AI Facilitator (AI-FAC) credential assesses.
The boundary comes first
The AI-FAC class opens with a 45-minute module called Where AI goes and where it must not. You write a boundary list for your own team, named against real work: three tasks the model may draft, three it may assist with as long as a person checks the result, and three it must never touch. That list matters more than any prompt, because the slow risk is a facilitator who starts running the room through a screen.
Stand-ups and impediments that get escalated
The class works on preparing stand-ups and pulling the real blockers out of the noise, then on the part most teams get wrong: writing the impediment so the person who can remove it acts. A blocker logged as “waiting on the platform team” sits in the list for three sprints. The same blocker written with what is stuck, who can unstick it, and what the wait costs each day gets a reply. The assessed brief asks you to rewrite three impediments from your own log so that each one would actually get escalated.
Retrospectives with a memory
Retro synthesis usually eats an evening. In class you use AI to read patterns across past retrospectives, and the brief asks you to design your next one from the patterns in the notes from your last three. You still choose what the room works on. The model reads faster than you do. It does not decide.
Team health from data you already have, and judging the draft
The class has you read team health from data you already hold, such as throughput, cycle time and the retro notes themselves, and turn it into a draft that takes a position. The catch is that a confident draft can be wrong, and that is where most of the day goes. One 75-minute module works through six matched pairs of real AI output, one weak and one strong, and you name what separates them. A 90-minute module has you write a three-band rubric, then judge ten AI outputs against it with a verdict and a reason for each. Of the 390 minutes in the day, 300 are hands-on on your own material.
What the credential asks of you
The class is one day, live online, $495, delivered by our authorized training providers (find a class). Within 14 days of the last day of class you submit a six-section pack: cover block, prompt set, raw AI output, final version, change log and boundary note. An assessor who did not teach the class, and who never sees your name or employer, reads it against the published rubric (Judgment, Specificity, Boundary awareness, Reusability) and returns it inside 10 working days. An unedited AI draft submitted as your own work lands in Not yet. You get one free resubmission with written feedback.
A pass is for life, with a printed Certificate ID and a digital badge that anyone can check at Verify a Credential. AI-FAC also admits you to Stage 2, the Certified Advanced AI Coach, when you are ready to work across teams.
The timing helps. PMI’s Pulse of the Profession finds 82 percent of senior leaders driving AI into project workflows, while about one in five project professionals reports solid practical AI skill. A Scrum Master who hands off the drafting and can say why a draft is wrong is what that gap describes.
Sources: PMI Pulse of the Profession; American School of AI catalogue and certification standards
Frequently asked questions
Will the AI attend or run my Scrum events?
No. The model handles drafting work such as stand-up digests, impediment write-ups and retrospective prep. You keep facilitation and the decision on what the team acts on.
What do I submit for the AI-FAC credential, and who marks it?
Within 14 days of class you submit a six-section pack built on your own material: three impediments rewritten so they get escalated, and a retrospective designed from patterns in your last three. An assessor who did not teach the class marks it against the published rubric inside 10 working days.
Can I fail, and how long does the credential last?
Yes. The bands are Not yet, Pass and Strong, and you get one free resubmission with written feedback. A pass is for life with no renewal fee and can be checked at Verify a Credential.