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AI Automation Society

266.9k members • Free

7 contributions to AI Automation Society
73% of small businesses are experimenting with or actively using AI tools.
According to research from Microsoft and LinkedIn, nearly three-quarters of small businesses have already adopted AI in some form. For solopreneurs, this means AI is no longer a competitive edge. It’s rapidly becoming a baseline capability. Where do you think the new opportunity lies?
🤖 Is AI Automation "Broken" or Are We Just Using Old Blueprints?
Let’s be real for a second. We’ve all had that moment: You spend 3 hours setting up a "simple" Zapier or Make.com flow, only for it to error out or produce something that sounds like a 1990s chatbot. It’s easy to feel like the "AI Revolution" is just a bunch of extra work disguised as "efficiency." The Aha Moment 💡 If you’ve felt like AI automation isn't "working" for your specific workflow yet, here’s a secret: The tech isn't the bottleneck anymore. Our imagination is. We are moving away from "Basic Bots" and into the era of Intelligent Systems. The real magic happens when you stop trying to make AI replace you and start making it augment your unique genius. Automation shouldn't just do the work; it should give you the headspace to do better work. Why we’re actually here (The Opportunity) The AI Automation Society isn't just about connecting apps. It’s about: - Buying back your Saturdays. - Removing the "busy work" that kills your creativity. - Building assets that work while you sleep. If your first few automations felt like a flop, don't walk away. You’re just one "Start Here" module or one YouTube deep-dive away from the system that actually clicks
0 likes • 2h
AI automation isn't broken IMO, but because the landscape has changed, the secret is knowing what to automate to keep a human in the loop to enhance productivity without reduction in quality.
Why 95% of Generative AI Pilots fail, And Why Your "Vibe-Coded" Demo Isn't a Business
The terrifying stats: 95% of Generative AI pilots never reach production. Not because the tech doesn't work. Not for lack of talent, but because founders keep making the same fundamental mistake, they confuse shipping code with building a business. Let me break down the execution gap, with real examples of what goes wrong and what actually works. Failure Pattern #1: The "Build It, and They Will Come" Delusion What it looks like: You spend months building an AI-powered internal tool with a beautiful interface, fast responses with an impressive demo. Months later? Still no adoption. The tool solves a problem *assumed* existed, but nobody actually asked for. Real example: A startup fintech company I consulted with built an AI agent to automate their loan application review. The code worked flawlessly, but didn't quite get the compliance aspect right. When it came time to deploy, the AI couldn't explain its decisions in a way regulators would accept, back to the drawing board. What was missed: User acceptance, regulatory requirements, change management, and integration with existing workflows. The code was the easy part. Failure Pattern #2: The "Vibe-Coded MVP" Trap What it looks like: "We built this in a weekend with Cursor or Claude code." Impressive velocity, the demo wows. But months in, the "simple" chatbot hallucinates 15% of the time in production, it requires constant prompt engineering tweaks, and can't handle edge cases that represent 40% of real user queries. The counterintuitive truth: Because modern AI tools make it *so easy* to ship something that *looks* functional, teams underestimate what production-grade actually requires: - Robust error handling - Hallucination guardrails - Data pipelines that don't break - Observability and monitoring - Security and access controls The reality: Real life product aren't one-shot prompting. If you don't hav passion for code, don't start, because it could get messy real quick. Failure Pattern #3: The "Demo Culture" Death Spiral
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How to land in your first paying client?
hello everyone I’m 19y old and i drop out on college and leave at my parents house. I realized that I need to step out on my comfort zone. I’m struggling to execute because I don’t know the structure and step that i should step on it. I studied this Ai automation on YouTube for months now, I currently understand how to use n8n, BUT how can i actually sell this? I tried finding the step by step how to land on your first client on YouTube, but i still don’t understand because I’m totally new in this industry. I don’t know what is CRM even mean, I don’t know what is the API and DOMAIN was, i only knew was “Gmail” from google, I didn’t even know that “Email” actually exist. My target client is: Real Estate Agent Rental Agent Property Management I already knew what’s the problem that are existing in them, My problem is HOW can I reach out to them? Where to find them? Where to DM them? What to say to them? What to say when I’m in the call now? And if I’m doing a case study should i do It people who I already knew? I know the owner of this condominium that I’m staying with was struggling on lead follow up, should i use Her as my case study and use that Case Study to reach out in a high paying countries client? Im just worried about If I might get stuck in here and never be able to exposed in a high paying countries. Im from Philippines and someone said that clients in here will pay you lower than the other countries because they cant afford to invest in automation? Or the price was actually depends on the value that I give to them? My mind still can’t focus because I’m still overthinking what to do because i don’t want to waste days and months doing the wrong thing while other beginner out there already having there 5th client. While me I’m still stuck thinking what to do and not to waste my time doing the wrong thing. Please I need guidance, I only need was the structure and to know how simple actually this is.
1 like • 4d
There are different ways to go about it, but it would take a bit of time and focus. One you need to identify what platform you could fine you potential client, e.g., LinkedIn, then you could do a bit of writing on some problems you solved, you could actually connect with potential clients, send them requests, and then send them a DM. Each platform has its ways. If you are using TikTok or IG, then you need to make short videos that communicate your solution, which could be AI-generated, but you need time and consistency for the algorithm to start promoting your videos. As basic as it sounds, you need to know where your customers are and make "quality noise" to attract them.
🏥 How AI Automation Can Transform the Health Sector
AI automation in healthcare isn’t about replacing doctors — it’s about removing friction. Most hospitals and clinics don’t need complex AI systems first. They need smarter workflows. Here’s how AI automation actually helps: 1️⃣ Appointment & Patient Flow Automation - Auto-booking + reminders - No-show reduction - Smart rescheduling - Automated follow-ups after visits 👉 Result: Higher patient retention + better time management. 2️⃣ Lead & Inquiry Handling (Private Clinics) - Auto-respond to website / WhatsApp inquiries - Pre-qualify patients before consultation - Route urgent cases instantly 👉 Result: Faster response time = more conversions. 3️⃣ Medical Admin Automation - Digitized patient intake forms - Automated document collection - Insurance verification workflows - Prescription reminders 👉 Result: Staff focuses on care, not paperwork. 4️⃣ AI-Powered Insights (Advanced Stage) Once workflows are clean, then AI can: - Predict patient demand - Analyze treatment outcomes - Identify operational bottlenecks - Personalize follow-up communication But here’s the key: ⚠️ Automation first. AI second. Clarity in systems beats complexity in tools. 🚀 How Healthcare Businesses Can Implement It 1. Map repetitive tasks 2. Automate booking + reminders 3. Build centralized patient CRM 4. Add AI only after workflow is stable 5. Track response time + conversion rate Small clinics, diagnostic centers, dental practices — all can benefit. Healthcare is high-trust. Speed + clarity + consistency win.
2 likes • 5d
Is this service not already provided prior to AI what's the benefit of AI to this? Just curious
1 like • 4d
@Shah Ehsan Thanks for the insight
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@brian-udensi-4880
A software engineer focused on Web dev, AI engineering, and crafting intelligent solutions with real-world impact.

Active 1h ago
Joined Feb 19, 2026
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