What a School-Wide AI Workshop Actually Looks Like
Notes from the field on rolling out AI tools across an entire teaching staff without overwhelming anyone.
One of our most representative sessions ran at Ghazali Model High School in Dinga — around 40 educators, one day, 13 different AI tools covered hands-on. Here's the structure we used, and why each part is there.
Session 1: Orientation, not overwhelm
We never open with tools. We open with "why AI, why now" and the same chatbot-vs-agent distinction that shapes everything else in the day. A room full of teachers with wildly different comfort levels needs a shared starting point before anything else — otherwise half the room is bored and the other half is lost by lunchtime.
Session 2: Hands-on, not a lecture
This is where the 13 tools come in — but never as a list to memorize. Each one is tied to a specific, real task a teacher already does: lesson planning, generating differentiated materials, drafting feedback, building a quiz. The goal isn't tool literacy for its own sake. It's leaving with at least two or three tools mapped directly to something on next week's to-do list.
Session 3: Norms, not just skills
The last session is the one people don't expect. Tool training alone doesn't survive contact with a real school year — without shared norms, AI use fragments: some teachers lean on it heavily, others avoid it entirely, and nobody agrees on what's appropriate for student-facing work. This session exists to get the whole staff aligned on baseline expectations before everyone goes back to their own classroom.
What tends to change afterward
The most common shift we see isn't a dramatic one — it's a staff room that starts sharing prompts and workflows the way they'd share a good worksheet, because everyone now has the same shared vocabulary for what AI can and can't do. That's a small thing that compounds quickly across a school year.
If you're weighing whether a single workshop is worth it for your staff, that's the real answer: it's less about the 13 tools, and more about giving 40 people a shared starting point on the same day.