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3 contributions to AI Automation Society
Day 1 Introduction
Hi everyone, I’m Michelle. I’m here to get more hands-on with practical AI automation and turn concepts into actual working systems. One of the reasons I joined this challenge is because I’m building backend workflows and want a structured way to test, validate, and improve what I’m creating. I appreciate that this community seems intentional, straightforward, and focused on outcomes. Looking forward to learning alongside everyone and seeing what we all build over the next 7 days. #AISChallenge
0 likes • 5h
@Boyd Bowker Thank you, Boyd. I’m looking forward to it. The backend workflows I’m most focused on are around client intake, onboarding, content/research capture, SOP creation, CRM updates, and turning repeatable service delivery steps into cleaner internal systems. My goal is to stop rebuilding the same processes manually and start creating workflows that preserve context, reduce admin drag, and make client delivery more consistent.
0 likes • 5h
@Frank van Bokhorst Thank you, Frank. I appreciate the welcome and the resource. I’ll take a look. I’m especially interested in seeing how others have moved from learning the concepts to building practical systems they actually use every day.
Using AI vs USING AI
Like most people, I'd been using ChatGPT to write things, ask questions and review the odd bit of code, and I thought that meant I was using AI. It didn't. Not even close. Then I stumbled onto Nate's channel (and now this community), and it honestly changed the way we work. The WAT framework was probably the biggest lightbulb moment. Nate explains agentic workflows in a way that just makes sense. I watched the 36-minute Claude Code beginner video three times. Not because I had to, but because every time I watched it, something else clicked. Since then we've completely changed how we build software. We now have agents with specific jobs, memory that carries context between sessions, reusable skills, and workflows that mean we're not constantly repeating ourselves. Instead of spending hours on the boring repetitive stuff, we let the agents handle it and focus on the parts that actually need us. The time savings have been insane. Projects we'd normally estimate in months are now taking weeks. But the biggest change wasn't even the speed. I actually enjoy working again. There were parts of this job I used to dread because they were repetitive or just mentally exhausting. Now I catch myself looking forward to opening my laptop in the morning. I honestly didn't expect AI to do that. Massive thanks to Nate for everything he shares. And for those just checking in, wondering whether it's worth learning... it is.
1 like • 9h
This is the distinction that finally clicked for me too. Using AI for one-off tasks is helpful, but USING AI means building workflows, agents, memory, and repeatable systems around the work. That’s where the real leverage starts. Appreciate you sharing this. It reinforces that this is the right direction.
💎
Dec '25 • 
Announcements📢
🎉 AIS+ Just Won the Skool Games
AI Automation Society Plus just won Q4 Skool Games, closing out 2025 winning all 4 quarters of the year!! This wouldn't be possible without each of you helping us make AI Automation Society a space for everyone. Truly grateful for this amazing community we're building together. Quick heads up: AIS+ pricing will be increasing in 2026. If you've been thinking about joining, now's the time. We'll give everyone a full week's notice before any price changes. Check it out here. Thank you all for the incredible support. You guys are the best! Cheers, Nate
🎉 AIS+ Just Won the Skool Games
5 likes • Dec '25
Nice!
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@michelle-craigen-5895
Founder, Elevate & Automate Consulting | Operations, process improvement, workflow systems & business infrastructure

Active 4h ago
Joined Dec 18, 2025
Austin, Texas
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