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5 contributions to AI Automation Society
🤖 AI Automation = Leverage
AI doesn’t replace people. It replaces repetitive work. Those who use automation: - Save hours every week - Focus on what actually matters - Get more done with less effort - This community is about learning simple, practical AI automations that create real leverage. 💬 Quick question:Are you using any AI tools yet, or just getting started?
0 likes • 11h
@Hicham Char Absolutely! When you have the right tools working seamlessly together, it really takes your efficiency to the next level. Keep leveraging that power and watch your productivity soar
Most Automation Problems Aren’t Tool Problems — They’re Architecture Problems
After reading many posts here, I’m seeing the same patterns:Webhook errors, OAuth issues, mailbox permissions, booking sync failures, scraping blocks, broken n8n flows, AI agents stopping mid-process, deployment confusion, and “how do I get clients?” questions. In most cases, the issue isn’t n8n, Retell AI, Twilio, Microsoft Azure, or Instagram Graph API themselves.It's usually one of these: 1. Incorrect OAuth / permission model 2. Token vs application-level confusion 3. Webhook verification misconfiguration 4. Wrong data structure between nodes 5. Batch handling logic errors 6. Timezone / calendar mapping mismatches 7. Poor system architecture design 1. Trying to “sell” before validating properly If you’re stuck, frustrated, or losing days debugging something that should work — you’re not alone. Most of these are small but critical setup mistakes. I specialize in building production-ready AI automations (voice agents, booking systems, RFP processors, DM webhooks, CRM flows, outreach systems, etc.) and helping people turn messy workflows into sellable systems. If you’re currently blocked on any of these , comment or DM me.Happy to help you fix it properly and get it over the finish line.
1 like • 11h
that a great job
1 like • 11h
@Promise Mark I specialize in building and optimizing Shopify stores with automation and AI systems from product setup to email flows, upsells, and conversion optimization. This connects perfectly in an AI-focused group
Welcome! Introduce yourself + share a career goal you have 🎉
Let's get to know each other! Comment below sharing where you are in the world, a career goal you have, and something you like to do for fun. 😊
4 likes • 28d
Hi everyone! 👋 I’m Paul, joining from the United States. One of my career goals is to grow my skills and build a successful career in the tech/online space. For fun, I enjoy learning new things and exploring creative ideas. Excited to be here! 😊
Ai updates
🚀 Alibaba just dropped Qwen-Image-2512—open-source model crushing text-heavy visuals with pixel-perfect layouts! Perfect for pro marketing carousels or ad mockups without design headaches. Who's firing it up first in their workflow? 🌟Major Deals & Trends:- Meta invested over $2B acquiring agentic AI startup Manus to build autonomous agents beyond chatbots. Microsoft predicts AI agents as digital coworkers, enhanced healthcare triage, and efficient global infrastructure in 2026. Studies show 21% of YouTube Shorts recommendations are now AI-generated "slop," impacting content strategies. 🎊Questions:- 1. Have you tried it? 2. More updates? 3. Best update which will creating most great things?
4 likes • Jan 8
That is impressive
4 likes • Jan 8
Muskan Ahlawat 🔥 True it’s really helping take the busywork off people’s plates, so they can spend more time on the things that actually need human thinking and creativity.
How do people connect an ElevenLabs voice agent to a real phone number so it can answer incoming calls?
I just want to make AI voice agent to answer to my calls and i know how to make the ai agent for that and already made it but for connectng to my phone number i would like to have your advise to which pp to connect
3 likes • Jan 8
John Bill The telephony layer (Twilio/Telnyx) is the key piece to bridge real phone numbers with Eleven Labs. This breakdown is super clear—thanks for sharing 🙌
1-5 of 5
Mack Kelvin
3
38points to level up
@mack-kelvin-5795
E-commerce & Shopify expert helping entrepreneurs grow online and turn ideas into profits.

Active 11h ago
Joined Jan 8, 2026
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