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13 contributions to AI Automation Society
🤯 AI video tools are getting crazy good
Seedance 2.0 is a new AI video model from the Dreamina/CapCut side of ByteDance that’s focused on one thing most video models struggle with consistency across shots Instead of only text-to-video, it supports multimodal references • text • images • video clips • audio clips Dreamina says you can stack up to 12 clips in one project (9 images, 3 videos, 3 audio) and video/audio refs can be up to 15 seconds so you can guide the model with real examples, not vibes What this unlocks for creators • the same character staying stable across multiple shots • smoother scene transitions and camera switches • better audio + visuals lining up like an edited sequence Check out the video I've attached👇
🤯 AI video tools are getting crazy good
4 likes • 1d
cool! @Vitalii Hryhorenko
Speak Change Orders Into Existence - Change Order Shield
My co-founder Royse one day described a common paint point in the residential construction industry. Many builders find themselves getting screwed over by their change order process. A client asks them, "Hey can you move that electrical outlet over 2 feet?" and contractors either verbally agree without getting anything in writing, OR they actively try to downs-sell customers out of it, simply because of the paperwork headache. This is a problem for two reasons 1) If the contractors only get a verbal agreement 8 times out of 10, the customer will not agree to pay for the work they did on that change order because it was never written down. Clients just assume that it was just a "small change", something minor that didn't require extra payment. 2) A huge loss in extra margin on their jobs, All because the headache of creating these change orders after a long day of work is to much to bear. So I built this solution with all of that in mind, This automation allows contractors to: - Upload and analyze contracts from projects, & store them - Speak messy notes into the app and choose which contract and project the change order is being written for - Instantly generate change orders that automatically apply the relevant tax and material rates to the cost - Once approved send the change order straight to their clients inbox for signature approval, OR let the client sign it their on the spot. I made a SUPER short video showing it off, go ahead and check it out! https://youtube.com/shorts/t7pFgK9Gf_g?si=g-aBaydMbeaaavfH
0 likes • 18d
Aidan, nice niching down!!
Closed Another Client!
Closed another client this Sunday for my AI transformation agency! NOW BACK TO WORK BABY!
Closed Another Client!
0 likes • 25d
Lets Go! Nice One @Nikoloz Naskidashvili @Hicham Char Heating up nicely!!
n8n Mortgage Validator That Eliminated 180 Hours Annual Manual Review 🔥
Mortgage processing. 240 applications annually. Manual qualification consuming 180 hours. Built n8n workflow. Zero manual calculations. Systematic validation. THE MORTGAGE PROBLEM: Every application manual. Loan officer reading documents. Calculating housing payments. Computing DTI ratios. Checking credit. Verifying employment. 45 minutes per application. 240 annually = 180 hours. Audit revealed errors - 34 incorrect DTI calculations. 67 missing credit verifications. 89 inconsistent qualification decisions. 14.2% error rate. Manual process breaking down. Same borrower calculated differently by same loan officer week to week. Different officers applying different standards. No systematic criteria application. THE n8n AUTOMATION: 6-node workflow with 5-path credit routing: Node 1 - Gmail Trigger: Monitors applications Node 2 - Get Email: Downloads with attachment Node 3 - Prepare Binary: Formats document Node 4 - Extract Data: Pulls borrower/income/assets/liabilities/property/loan Node 5 - Calculate & Validate: Computes DTI/LTV/reserves, validates criteria Node 6 - Log Database: Updates tracking Node 7 - Credit Router: Routes by tier (Excellent/Good/Fair/Poor/None) EXTRACTION: Borrower - name, email, employment, income Assets - checking, savings, retirement, investments Liabilities - debts with monthly payments Property - address, type, purchase price Loan - amount, down payment, term, rate CALCULATIONS: ```javascript // Housing payment const payment = (loan * rate) / (1 - Math.pow(1 + rate, -months)); const tax = (price * 0.012) / 12; const insurance = (price * 0.006) / 12; const housing = payment + tax + insurance; // DTI ratios const frontDTI = (housing / income) * 100; const backDTI = ((housing + debt) / income) * 100; // Other metrics const ltv = (loan / value) * 100; const reserves = assets / housing; ``` VALIDATION CRITERIA: Back-end DTI > 43% = Needs Review Front-end DTI > 28% = Conditional Credit < 620 = Needs Review Employment < 2 years = Conditional
n8n Mortgage Validator That Eliminated 180 Hours Annual Manual Review 🔥
1 like • Jan 1
@Duy Bui Wow this is a win and a huge value add!! Nice Job!!
🏆 Weekly Wins Recap | Dec 13 – Dec 19
From $3K upsells to first-ever clients and smart AI systems - this week inside AIS+ was all about turning effort into real outcomes. Here are this week’s highlights inside AIS+ 👇 👉 @Abel Alvarado turned a focused weekend build into a $3,000 upsell from an existing client - fast execution, real payoff. 👉 @Noel Payano closed his first-ever $5K client at just 18 - a huge milestone built on courage and action. 👉 Evan Jones completed his first paid workflow, earning more in one hour than 10+ hours of Ubering - skills paying off. 👉 @Simon Cousineau signed a $50K deal using AI to ghostwrite 10 books - his biggest win yet. 👉 @Michael Wacht celebrated turning 60 by stacking wins - #1 on the leaderboard, launched his AI brand, and fully reinvented his path. 🎥 Super Win Spotlight of the Week: @Prentice Alston | From Stuck at 2 AM to Confident Builder Prentice went from late-night frustration and broken workflows to clarity and confidence - by leaning into community support and consistent practice. Through challenges, live help, and real feedback, his understanding of n8n clicked, and he’s now actively pitching, booking conversations, and moving forward. 🎥 Watch his quick story👇 Prentice’s journey is proof that when you don’t quit and you build with others - everything starts to change. ✨ Want to see more wins like these every week? Join the builders inside AI Automation Society Plus - where momentum, community, and action turn learning into real results 🚀
🏆 Weekly Wins Recap | Dec 13 – Dec 19
4 likes • Dec '25
@Yash Chauhan Thanks Yash!! Lets Keep Momentum Going!!!
2 likes • Dec '25
@Matthew Sutherland Thanks, Nose to Grindstone.
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Prentice Alston
3
28points to level up
@prentice-alston-2594
Lifelong Learner Longing for Lavish Life

Active 7h ago
Joined Oct 1, 2025
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