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202 contributions to AI Automation Society
The Tax Logic™ Machine Just Became Fully Automated.
For the past month I’ve been building my business life machine — and today we crossed a major milestone: Autonomous broker analysis. Meaning: ✓ Google Sheets “Watches” for a new broker ✓ Sends the entire Master AI Command block to ChatGPT ✓ AI instantly generates: • Broker_Score • One-sentence reason • Warm intro • Market research • Deal research • Quick tax idea • Next action ✓ And writes it all BACK into the sheet automatically No copy/paste. No manual prompts. No waiting. No friction. Just hands-off intelligence flowing into a database that keeps getting smarter. Why does this matter? Because the engine doesn’t stop at brokers. The same system will run: → Property-level tax modeling → Cost segregation overlays → After-tax ROI calculations → 179D energy deductions → Entity structuring recommendations → Risk analysis → Investor-level talking points → Tear sheet generation → YouTube scripts → LinkedIn outreach blocks All automated. All personalized. All intelligent. This is no longer a spreadsheet. It’s a Tax Logic™ Operating System.
1 like • 15d
That’s insane efficiency! You basically turned a static sheet into a self-thinking operator. Most people automate tasks, you automated decision-making. Cool man! @Nick Coppola what’s the next layer you plan to plug into the OS? Outbound conversions? Investor onboarding? Or full deal underwriting?
0 likes • 14d
@Nick Coppola love this, keep growing and best of luck!
Streamlining Social Media Reporting with Automation
Managing multiple social media platforms can be overwhelming especially when tracking performance weekly. That’s why I built this automation for a client who needed a smarter way to gather and analyze insights from Facebook, Twitter, and LinkedIn without wasting hours in spreadsheets. Here’s what this n8n automation does: 1.Runs every week automatically 2.Pulls analytics from Facebook, Twitter, and LinkedIn 3.Formats the data into clean, readable metrics 4 Merges everything into one structured report Now, instead of switching between platforms, my client gets all the key data in one place ,fast, accurate, and consistent. No more manual tracking. Just insights that drive better content strategy and growth. *This is the power of automation giving back time and clarity.*
Streamlining Social Media Reporting with Automation
2 likes • 15d
Super clean workflow! Love how you turned a weekly headache into a plug-and-play insights engine. No more tab hopping. No more spreadsheets. Just data → clarity → action. @Adebisi Samuelsmart what’s the next metric you’re thinking of adding to level this up even more?
n8n Message a Model Update
Can someone please explain how to set the JSON object structure for the output of a GPT Message a Model node in n8n? Before, you would just tell it in the system prompt how to return the JSON object and turn on 'return output as JSON'. Now, there are a lot more options in the Message a Model node. I just want to tell it to ONLY output my object (in green) and not output any of the stuff before (in red). Anyone know how to do this with the recent update? Thanks.
n8n Message a Model Update
1 like • 15d
That update confused a bunch of us 😂 but you will try this way like, In Output Parsing, switch to JSON then Add your exact structure in Schema, then In system prompt say: “Return only valid JSON. No explanation.” so you Enable Strict mode (if available) And Once you set the schema, it’ll stop sending all that extra stuff.
Here's the complete automation roadmap for service businesses
Over the past 10 posts, I've broken down individual automation systems for service businesses — from digital agencies to field services, consultants to SaaS companies. But here's what ties it all together: The magic is in how these systems connect. When automation systems work together: Client books → Project auto-created → Team auto-assigned → Reminders sent → Work completed → Invoice auto-generated → Payment collected → Follow-up sequence triggered → Review request sent → Re-engagement campaign queued It's not 15 separate tools. It's one intelligent system that runs your business while you focus on growth. The typical transformation: - Week 1-4: Business owner drowning in admin work - Week 8-12: Automation handling 60-70% of repetitive tasks - Week 16-20: Leadership focused on strategy, hiring, and scaling - Week 24+: Revenue growth of 25-50% with same team size This isn't theory. These systems are being implemented successfully across agencies, consulting firms, field services, SaaS support teams, and coaching businesses. The results are consistent because the operational problems are consistent. If you're spending more time on admin than on growth, these systems can help. The key isn't generic automation, it's systems built specifically for YOUR business, YOUR workflow, YOUR bottlenecks. NOTE: All frameworks, tools, and implementation guides can be explored in depth through resources and communities focused on business automation. The key is understanding which systems to implement in which order based on your specific business stage and constraints.
2 likes • 18d
Great work, keep it up @Muhammed Burhan
The Tasks You Think Are “Small”… Are Actually Stealing Your Time Body:
It’s funny most business owners think big problems slow them down, but it’s usually the tiny repetitive tasks that eat their day. A missed call here. A follow-up message there. A “quick reminder” they plan to send later. Individually they seem harmless… but together they drain hours, energy, and momentum. Once you automate these micro-tasks, your whole workflow feels lighter. You start getting more done without working harder, just smarter. So I’m curious:What’s one “small” task in your business that secretly takes way too much of your time?
0 likes • 18d
Meeting note, and re-degien that
1-10 of 202
Mouen Khan
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@mouenkhan
Automation & Skool Strategy Specialist | AI + n8n Expert | Empowering Businesses to Save Time, Scale Productivity, and Grow Engaged Communities

Active 1h ago
Joined Apr 16, 2025
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