You can't build a real company on someone else's foundation. So what's the solution? You must build with data first. Here's how it works: 1. Figure out what your customer is trying to achieve 2. Map out all the things that need to happen for them to achieve it 3. Build systems that capture data about those things 4. Use that data to predict outcomes The AI just turns messy input into clean numbers. Your data and equations make the actual decisions. This is how you build something that lasts 10 years instead of 6 months. I just released a video breaking down the full framework. It's 15 minutes. Link in comments. Stop building wrappers. Start building moats. https://youtu.be/iyZwe6kAmfQ

Hey everyone, I went ahead and took all of my 7 part series from my community and turned it into one easy to find Youtube resource, Over the past year building custom AI solutions for construction companies, I discovered why 90% of AI systems never get adopted: they're built like slot machines when they should be built like calculators. These lessons teach you the exact framework I use to build AI systems that: ✅ Give consistent results every single time (no hallucinations) ✅ Are explainable to clients (they trust what they understand) ✅ Command premium prices ($20K+ vs $5K gigs) ✅ Create recurring revenue (clients can't leave) ✅ Scale without breaking You'll learn: - The "Game Engine" approach to AI systems - Why the LLM should translate, not decide - The Railroad Metaphor for system architecture - How to turn business decisions into equations - Building interpreter agents that eliminate randomness - System tuning for 95%+ accuracy https://youtu.be/kRQGClODMfw

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

Proud of this one because of the improvement in the content style. I finally decided to start using OBS, I’m never turning back. I love this automation because it addresses such a niche problem for our avatars. If you are not the target customer you are selling to, you need to find a person who is the ideal customer and get them onboarded with your vision and dream. I found one and we ended up making him a co founder of Opulence, and it has proved to be a great decision so far. He supplies us with so much authority and great content + automation ideas. https://youtube.com/shorts/wRCfh4JF_Zg?si=6ZO3vbE1PYbwevrV

I just uploaded a new video that outlines my process for creating realistic AI ads using Sora, Higgsfield and capcut. Check it out if you want more people to know your AI services exist. https://youtu.be/eby90bUmjuc