Put AI to work in your actual job.
MAP is a community of 100+ people learning AI by building real things and sharing what works. No hype and no lectures, just workshops, showcase demos, and coffee chats that leave you with something you can use on Monday.
What we run
Three ways MAP puts AI to work
Workshops
Hands-on sessions where we build something real with AI, step by step. You leave with a working example, not just notes.
Showcase demos
Members show what they've actually shipped: the wins, the dead ends, and what they'd do differently next time.
Coffee chats
Small, informal meetups to swap what's working, ask the awkward questions, and meet people who use AI like you do.
What MAP is
A practical community, not a course
MAP (Make AI Practical) is a community for people who want AI to help with real work, not just read about it. We come from all kinds of jobs, most of us aren't technical, and we learn the same way: by building small, useful things and showing each other how they went.
Everything we make and learn gets documented in the open, so the whole community levels up together, not just the person who figured it out.
Who it's for
If any of this sounds like you, you're in the right place
- You use AI a little already, and you want it to go from a neat trick to something that actually saves you hours.
- You're not a developer and don't plan to become one. You just want AI to pull its weight in your job.
- You learn best by building alongside other people, not by sitting through another lecture.
The three-stage path
From your first prompt to working agents
Foundations
Get comfortable with what today's AI can and can't do.
Workflows
Wire AI into the real tasks you do every week.
Agents
Hand off whole multi-step jobs to AI that can act on its own.
Our community
100+people, learning in the open
MAP has grown to a community of over 100 members who show up, build, and share what they learn. Real names, real projects, real results.
Photo coming soon
A real photo from a recent MAP session will live here.
Upcoming events
What's coming up
No events scheduled right now.
We run workshops, demos, and coffee chats regularly. Check the events page for the latest, or join to hear about the next one first.
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