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 2. I just released a video breaking down the full framework. It's 18 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

I love this automation because it addresses such a niche problem for contractors. So many time you get a invoice or a bill and you are left asking, "Why did I pay for this?", "Is this in the contract?". Voice first automations are definitely the new paradigm for contractors, they need agents that you can speak to on the site or driving, and take care of the small fires and tasks. I hope you guys enjoy it! I would love to break down how I built it if anyone is curious! https://youtube.com/shorts/wRCfh4JF_Zg?si=6ZO3vbE1PYbwevrV

Whats up guys, glas you joined the Construction Estimating School. Its time to ramp up your estimating skills whether you are a freelancer, exployee, employer, entreprenur, you name it. Please introduce yourself, your role, company name, how long you have been in construction and your goals - 1 year 5 year 10 year. Download this excel sheet or save to google docs. I will be making updates monthly I would say so keep a look out. I spent a long time building this excel and want to share it with my community and help you all grow and succeed. EXCEL LINK - https://docs.google.com/spreadsheets/d/1XRGiwuQEt7-MDnpdQKGVcXDFk5LyZ8vf/edit?usp=drive_link&ouid=117927091424229631210&rtpof=true&sd=true GC - EXCEL LINK - https://docs.google.com/spreadsheets/d/1CZP2VNydYe248D0THl9YSVawYVH1vF6T/edit?usp=drive_link&ouid=102224313317492344704&rtpof=true&sd=true