https://go.ecom.mba/ If you want to launch, grow and scale a branded asset with Adam, check out the above link.

Getting an AI model to perform well in a test environment is one thing. Putting it into the real world is a completely different challenge. Real users bring messy data, changing behavior, unexpected inputs, latency issues, scaling problems, and new failure cases. That’s why building AI isn't just about choosing the “best” model. You also need to think about: → Data quality → Deployment → Monitoring → Scalability → Cost → Continuous improvement A model can have impressive accuracy and still fail as a product. So here's the debate: Are we spending too much time asking “Which AI model is best?” And not enough time asking: “Can the entire AI system actually survive real-world conditions?” What do you think matters more—model accuracy or system design? 👇

In this video, I reveal my proven method for finding $100K/month products for TikTok Shop - the exact system I've used to build multiple 7-figure brands. I'll show you how to identify products with viral potential that can scale to six figures monthly with minimal upfront investment. You'll discover: ✅ The top 4 product categories CRUSHING IT on TikTok Shop right now ✅ My secret product research tools and how to use them (with examples) ✅ The 4 critical factors that make products go viral on TikTok ✅ How to fund your TikTok Shop business even with limited capital ✅ The cash flow reality nobody talks about (and how to navigate it)

As we step into the new year, we want to welcome everyone in this community — whether you’ve already joined the program or you’re here to learn, explore, and connect. A new year brings fresh opportunities to: ✨ Learn something new ✨ Gain clarity on your goals ✨ Take meaningful steps forward This space is here for sharing ideas, asking questions, and learning together. Wherever you are on your e-commerce journey, we’re glad you’re part of the conversation. Feel free to drop a comment below 👇 👉 What’s one thing you’re hoping to learn or improve this year? Wishing you all a positive and productive year ahead 🚀

I am a Children's author and entrepreneur. I have built a brand and am working on getting the book and Mupsie merchadise out to children of all ages all over the world. 🌎