If I had to learn AI and automation from scratch today, here's exactly how I'd do it in three months.

If I had to learn AI and automation from scratch today, here's exactly how I'd do it in three months. If I had to start over, this would be the roadmap. First, I'd master the foundations. What even is AI? What's an LLM? What's a model? What's a prompt? What's RAG? What are vectors and embeddings? All these words sound complicated until someone explains them in plain English. So I'd spend a short amount of time understanding what each piece does, why it matters, and how they all connect. Next, I'd move into automation, because AI is the brain, but automation is the legs. AI can think, but automation is what makes it move. It logs into systems, moves data between tools, triggers actions, connects platforms, and turns AI from smart text into a machine that actually does work for you. After that, I'd start building small, real-world systems. Reading emails, extracting information, using an AI agent that connects to your company data, your CRM, your spreadsheets, your Zoom calls, anything you need. Once you understand how to connect tools, everything becomes limitless. Then I'd dive into RAG, one of the most important parts of modern AI. This is how you customize AI with your documents, your knowledge, your PDFs, your processes. This is how you build accurate, powerful systems instead of hallucinating chatbots. And once I understand RAG properly, I'd step into multi-agent systems, human in the loop, routing logic, MCP. This is where AI starts feeling like a junior employee instead of a toy. Once you know all of this, you can automate almost anything. You become unstoppable. And this is exactly how I built my community, from scratch, in the right order. First, I give you the AI fundamentals in simple language. No fluff, no confusion. Just the concepts you need so everything finally makes sense. Then we dive straight into the practicals. We build real workflows, we connect AI to automation, we create agents, we build RAG systems and advanced metadata RAG system as well. We go from zero to advanced setups without overwhelm, without guessing, without wasting months. So if you're starting from scratch, this is the path. And this is the exact path I teach inside the community.