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6 contributions to AI Automation Society
Stop selling 'AI' and start selling 'Efficiency'.
I’ve been tracking our lead conversations for the last month. The word 'AI' is starting to trigger skepticism because of all the generic 'wrapper' apps flooding the market. What’s actually closing for us right now isn't the 'AI' itself—it’s the outcome. - Don't sell a chatbot; sell '24/7 lead qualification.' - Don't sell n8n workflows; sell '10 hours of manual data entry reclaimed.' If your pitch sounds like a tech demo, you're losing money. If it sounds like a CFO's dream, you're winning. Who else is seeing the 'AI Hype' pivot into 'Workflow Reality'?
0 likes • 2d
Completely agree—and I saw this exact dynamic on my first win. The client came in excited about AI. They’d been pitched a black box app that could calculate square footage from photos—just point, click, magic. They wanted it. They were ready to buy it. That’s when I had to pump the brakes and teach them something they didn’t want to hear. Their problem wasn’t lack of tools—they had plenty. Their problem was system leaks. They were spending 80+ hours/week on estimates (45+ min each) because data moved manually between disconnected tools. Another app wouldn’t fix that. It would just add another input to a broken system. Once they understood their system was the constraint—not their tools—everything changed. I didn’t sell them on AI. I sold them on fixing the holes first. Result? 80 hours/week reclaimed, estimates under 1 minute. If your pitch sounds like a tech demo, you’re selling to yourself. If it sounds like a CFO’s ROI report, you’re closing deals.
🔥First Win: Worth $17,500
Hey everyone! Respect to everyone grinding and shipping in here. Your wins are genuinely inspiring. Just wrapped my first paying client and wanted to share because this one almost went sideways. Context: First client was a construction company who was spending 80-100 hours every week just moving estimate data between Monday and QuickBooks. 45 minutes per estimate. All manual. Calculation errors costing them actual bids. I told them I’d automate the whole thing in 3 weeks. Then Week Two Hit: The platform I was building in completely broke. Make couldn’t connect to QuickBooks. Token issue. Their team had no timeline for a fix. I was stuck. So I made a call: rebuild everything from scratch in n8n—a platform I’d literally never touched before. Got it done in under a week. Why That Actually Worked: I’d already designed the system architecture before writing a single automation. When the tool exploded, I didn’t have to figure out what to build. Just how to rebuild it in different syntax. The system now pulls all the project data, calculates square footage automatically, checks for existing customers, maps everything correctly, generates the estimate in QuickBooks, and drops a clickable link back into Monday. Result: 45 minutes of manual work → less than 20 seconds automated. They’re saving between $104K-$156K annually in labor alone. Plus zero calculation errors now. Setup was $8,500 + $750/month for monitoring and optimization. The Real Lesson: “You don’t rise to your goals. You rise to the ceiling of your systems” I first heard this in one of Liam's videos a while back (interviewing Hormozi), and it made conceptual sense. But this project made it real. When everything broke mid-build, the system architecture I'd designed upfront was the only thing that saved the timeline. I didn't have a perfect plan. I didn't have unlimited resources. I didn't have formal training. I didn’t have a team. Just systems-first thinking under pressure. Real talk: this community keeps me moving. Your wins inspire me. Your struggles remind me I'm not the only one grinding through the chaos.
2 likes • 7d
@Syed Abdullah You nailed it, Syed. That line is conceptual until you’ve actually lived through a platform breaking mid-project. Then it becomes real fast. The system architecture is what you own. The platform is just how you execute it. Sounds like you’ve been through that test yourself.
1 like • 7d
@Francis Ogbogu Appreciate that, Francis. Thanks!
What matters in Automation
What Actually Matters in Automation (Not the Tools) Most people think automation is about speed. It’s not. Automation is about reducing mistakes while scaling decisions. If you miss this, everything else falls apart. 1. Process clarity comes first:- >Before you automate anything, you should be able to answer this clearly: What starts this process? What information is required? What decisions are being made? What ends the process? If you can’t write this in plain language, automation will only hide the confusion — not solve it. Clear process → reliable automation. 2. Decision logic matters more than actions:- Sending messages, updating sheets, triggering APIs — that’s easy. >The hard part is deciding: when to act why to act when not to act Good automation is decision-driven, not action-driven. 3. Context is non-negotiable:- Automation without context behaves like spam. >Your system should know: what already happened who interacted last what stage the user is in what the last outcome was Context turns automation from “noise” into help. 4. Boundaries prevent damage:- >Every automation needs limits: maximum attempts clear stop conditions escalation rules If your system doesn’t know when to stop, it will eventually cause problems at scale. 5. Visibility is safety:- If automation fails silently, it’s dangerous. >You should always know: when something breaks what decision was made why it happened Logs and alerts matter more than fancy dashboards. 6. Consistency beats intelligence:- A predictable system is more valuable than a smart one. If the same input produces different outputs, trust disappears. Consistency is what allows automation to scale safely. 7. Human override is not optional:- The best automation still allows human control. Not because automation is weak — but because judgment, nuance, and accountability still matter. Automation should assist decisions, not escape responsibility. Final truth::-- Tools change. Models improve. Platforms come and go.
4 likes • 8d
@Muskan Ahlawat 1000% agree. I’ll be sharing my first win story which highlights exactly this! Thanks for sharing very insightful and accurate
AI Mastermind Feb 2-7 | Apply NOW
I wanted to share something pretty special with you guys. From February 2nd to February 7th, there’s an AI Mastermind happening in Cape Town that’s being sponsored by n8n, and I’ll be there along with some of the biggest names in the AI space like Liam Ottley, Dave Ebbelar, Jack Roberts, Mark Kashef, and many more. This is not a typical conference. It’s a small, curated mastermind focused on real conversations, deep dives into AI, live talks and presentations, plus a lot of networking and social events with people who are actually building in this space. There are only about 50 VIP spots left, and it’s designed to be a high-impact, life-changing type of week. If you’re serious about AI, business, and meeting the right people, I definitely recommend checking it out and applying here: https://www.africai.vip/
AI Mastermind Feb 2-7 | Apply NOW
5 likes • 29d
This is fantastic! What an opportunity!
🚀New Video: Claude Code is Better at n8n than I am (Beginner's Guide)
2 videos in one day?! I just couldn't wait on this one. Been having so much fun building with Claude Code lately. More content coming soon. In this video, I’ll walk complete beginners through setting up Claude Code so it can actually build n8n workflows and agents for you. You’ll see how to use Claude Code inside Visual Studio Code, connect it to the n8n MCP server so it can search nodes, configurations, and existing workflow templates, and give it the ability to create, edit, and manage workflows directly in your n8n instance. We also connect n8n skills so Claude understands how nodes work together and how to use the MCP server properly. The result is a supercharged Claude setup that’s loaded with n8n knowledge, so even if Claude Code feels intimidating, this tutorial gets you fully set up and ready to start building workflows much faster.
3 likes • Jan 15
This is fantastic @Nate Herk . Thank you for sharing. As soon as I finish up this project I’m on will be checking it out
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@chris-sharkey-7942
AI Transformation Partner for SMB. Systems-first AI automation. No hype. Proven workflows. Proven ROI. Architect the Future | Engineer Intelligence.

Active 2h ago
Joined Jan 14, 2026
Kansas City, MO
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