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Articles, guides, and class-day previews from the American School of AI. Filter by topic or format to find what you need.

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AI-TF Running Scrum with an AI copilot How a Scrum Master hands the drafting to AI, keeps the room, and proves the judgment behind it: the Certified AI Team Facilitator (AI-TF) credential, independently assessed and valid for 2 years.

AI-TF Ceremony by ceremony: where AI helps a Scrum Master, and where it must not Walk the four Scrum ceremonies and sort each task into draft, assist, or never touch: the boundary list at the center of the Certified AI Team Facilitator standard.

AI-TF Inside the AI Team Facilitator class day Inside the one-day Certified AI Team Facilitator class: five timed modules, the impediments and retrospective brief, and how the independent assessment works.

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15 resources

AI-TF Inside the AI Team Facilitator class day Inside the one-day Certified AI Team Facilitator class: five timed modules, the impediments and retrospective brief, and how the independent assessment works. Event · 5 min read

AI-PMPO Inside the AI Product Manager / Product Owner Class How the one-day Certified AI Product Manager / Product Owner class runs: five modules, 300 hands-on minutes on your own backlog, and the story-splitting brief an independent assessor marks. Event · 4 min read

AI-PM Inside the Certified AI Project Manager Class Day The five modules of the Certified AI Project Manager class day, with minutes, the brief you start in module 5, and the submission due 14 days after class. Event · 5 min read

CERTIFICATION Guide

Certification Which Stage 1 AI Certification Fits Your Role? Certified AI Team Facilitator, Product Owner or Project Manager: how to pick the Stage 1 credential for the seat you hold, and where the path goes after it. Guide · 6 min read

CERTIFICATION Guide

Certification How Employers Verify an American School of AI Credential Enter the Certificate ID on the Verify a Credential page and read the holder, the credential, the issue date, and the result of an independent assessment. Each credential is valid for 2 years. Guide · 5 min read

CERTIFICATION Guide

Certification The Life of an AI Credential: From Published Standard to Verified Record How an American School of AI credential is earned: a published standard, a live class on your own work, an independent assessment in three bands, and a credential valid for 2 years that anyone can verify. Guide · 6 min read

CAREERS Article

Careers What AI Skills Pay in 2026? Wage Premiums and the Value of Certification PwC, Lightcast, Indeed, Microsoft and PMI have each measured what AI skills are worth. Here is what the numbers say, and what they do not say about a credential. Article · 5 min read

AI-TF Ceremony by ceremony: where AI helps a Scrum Master, and where it must not Walk the four Scrum ceremonies and sort each task into draft, assist, or never touch: the boundary list at the center of the Certified AI Team Facilitator standard. Article · 6 min read

AI-TF Running Scrum with an AI copilot How a Scrum Master hands the drafting to AI, keeps the room, and proves the judgment behind it: the Certified AI Team Facilitator (AI-TF) credential, independently assessed and valid for 2 years. Article · 4 min read

AI-PMPO How Product Owners Use AI to Turn Backlog Requests into Testable User Stories How a Product Owner uses AI to turn vague requests into testable stories, split oversized work and write acceptance criteria that survive review, and how the AI-PMPO credential marks it. Article · 5 min read

AI-PMPO From Framework to AI Product Work: The Next Step for SAFe® POPM and CSPO Holders Your SAFe® POPM or CSPO settled the structure of backlog work. The Certified AI Product Manager / Product Owner (AI-PMPO) adds the AI layer, marked independently, and the credential is valid for 2 years. Article · 4 min read

AI-PMPO A working AI toolkit for Product Owners Which AI tool should a Product Owner standardize on? A free tier covers the work. The AI-PMPO credential assesses the judgment you apply to the output, on your own backlog. Article · 6 min read

AI-PM AI and the Reporting Tax: How Project Managers Can Save Time Without Losing Judgment The status deck and the risk log are a quiet tax on a project manager's week. AI drafting pays most of it back. The AI-PM credential assesses the part that stays yours: judging the draft. Article · 6 min read

AI-PM The PMP Now Tests AI: What Project Managers Need to Know On July 9, 2026, the PMP exam began testing the use of AI in project management. What that means for project managers, and how the AI-PM credential is assessed on your own work. Article · 6 min read

AI-PM The Essential Skills of an AI Project Manager What a project manager needs to be able to do with AI, the five domains of the Certified AI Project Manager standard, and how an independent assessor marks the work. Article · 4 min read

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