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🔒 Q&A w/ Nate is happening in 3 days
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🚀New Video: DON'T Build Another AI Agent Until You Watch This
In this video, I break down the AI systems pyramid and explain how I decide what type of system to build for a given problem. We walk through all four layers, starting with custom GPTs, then simple workflow automations with no AI, followed by AI workflows, and finally full AI agents. As you move up the pyramid, complexity, cost, and the chance of things going wrong all increase, and I explain exactly why that matters in real projects. I also show real examples of each layer so you can see how these systems actually work in practice. By the end of the video, you should be able to confidently decide which type of AI system you need to build and avoid overengineering solutions that do not need it. Access the Decision Tree HERE
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🚀New Video: I built another AI Agent in 2 hours (and got paid $2600)
In this video, I show the exact AI Agent I built in 2 hours, what the AI agent does, and why a client paid $2,600 for it. I break down the idea, how I put it together, and what actually made the AI Agent worth paying for. This video is another super valuable one. Hope you all enjoy!
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🏆 Weekly Wins Recap | Dec 6 – Dec 12
From five-figure months to first clients and real-world AI builds - this week inside AIS+ showed what happens when people stop waiting and start executing. Here are this week’s highlights inside AIS+ 👇 👉 @Sef El is collecting $25K this month from client invoices - built solo, step by step, through consistency and patience. 👉 Jan Goergen-Makinson launched his first voice agent, “Kora,” handling appointments using Retell - a big leap into real client-facing AI. 👉 Prakhar Dubey built his first client workflow for a UK-based NGO supporting SEND children - turning learning into meaningful impact. 👉 @Eduard Friesen broke into the All-Time Top 10 leaderboard and landed his first paid client - momentum stacking fast. 👉 @Abel Alvarado shipped an AI Social Media Intern - from research to auto-image generation and multi-platform posting, all automated. 🎥 Super Win Spotlight of the Week: Nick Mohler | Partnerships Through Community Nick didn’t join AIS+ just for tools - he showed up, participated, and shared openly. That single decision led to meeting a business partner, multiple collaborations, and new client opportunities - all through community connection. 🎥 Watch his quick story 👇 Nick’s journey is proof that when you put yourself out there, the right connections find you. ✨ Want to see more wins like these every week? Join the builders inside AI Automation Society Plus - where consistency, community, and action turn learning into real results 🚀
🏆 Weekly Wins Recap | Dec 6 – Dec 12
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Client paid $35k for a workflow that took 45 minutes to process one lead. I rebuilt it in 12 minutes. Now it processes 100 leads in 30 seconds.
Client paid $35k for a workflow that took 45 minutes to process one lead. I rebuilt it in 12 minutes. Now it processes 100 leads in 30 seconds. THE PERFORMANCE DISASTER Amanda runs a real estate agency. Previous automation vendor delivered a "premium solution." The painful reality: - Lead qualification workflow: 45 minutes per lead - Daily lead volume: 200+ - Processing time needed: 150 hours/day - Actual processing capacity: 8 hours/day - Lead backlog: Growing daily THE VISUAL COMPLEXITY TRAP I opened their existing workflow: - 387 nodes sprawled across the canvas - Loops within loops within loops - API calls happening sequentially - Data transformations repeated 23 times - Beautiful visual design, terrible performance Previous vendor's excuse: "Complex leads require sophisticated processing" THE REBUILD CHALLENGE Amanda: "Can you make it faster?" Me: "What does lead qualification actually need to do?" Amanda: "Check credit score, verify income, match with properties, calculate affordability, assign priority score, route to right agent" I opened my tool and typed her exact requirements. 12 minutes later: Clean, parallel processing workflow. THE ARCHITECTURE DIFFERENCE Old workflow approach: - Process one lead completely before starting next - Check credit → wait → verify income → wait → match properties → wait - Sequential API calls everywhere - 387 nodes doing redundant work New workflow approach: - Batch processing for 100 leads simultaneously - Parallel API calls for credit, income, properties - Smart caching for repeated data - 28 nodes total THE PERFORMANCE TRANSFORMATION Speed comparison: - Old: 45 minutes per lead - New: 30 seconds per 100 leads - Improvement: 9,000% faster Throughput comparison: - Old: 32 leads per day maximum - New: 10,000+ leads per day capacity - Scaling capacity: Unlimited THE BUSINESS IMPACT Amanda's results: - Lead response time: Same day → Instant - Agent productivity: 15x increase - Conversion rates: 340% improvement - Customer satisfaction: Through the roof
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