From Manual to Automatic

Duration: 2–3 days
Lessons: 6
Deliverable: Your Personal Automation Map

Before We Begin

You're here because you've tasted what AI can do—and you want it to do more without your constant participation. Maybe you've drafted emails with ChatGPT, classified leads with Claude, or asked Copilot to clean up messy data. Each time felt great. Each time, you had to start it manually. This module changes that.

The shift from "AI as a conversation partner" to "AI as infrastructure" is the difference between texting a friend to ask if you should water your plants and having a sprinkler system that checks the soil moisture automatically. Both work. One doesn't require you to think about it every day.

This isn't about becoming a programmer or learning a new language. It's about understanding how work actually breaks down—and which parts can run without you.

What You'll Learn in This Module

✅ Spot automation opportunities — Recognize which of your recurring tasks are actually automatable (and which aren't)

✅ Think in triggers and actions — Understand the universal building blocks of every workflow, from simple to complex

✅ Position AI strategically — Know when AI is the right tool in a workflow, and when it's just overhead

✅ Navigate the tool landscape — Choose between Make, n8n, and other no-code platforms with clear eyes

✅ Respect the limits — Build realistic automation that doesn't try to do what only humans can do well

✅ See what's ahead — Understand where workflows end and autonomous agents begin

Lessons

1. The Automation Opportunity — The math of what's actually repeatable in your week
2. Triggers, Actions, Data — The three building blocks that power everything
3. Where AI Fits — AI as a step in a workflow, not just a chat partner
4. The Tool Landscape — Make vs. n8n vs. everything else (and how to choose)
5. What Automation Can't Do — Being honest about limits before you build
6. The Agent Horizon — Where this course ends and what comes next

Module Deliverable

By the end of this module, you'll have a Personal Automation Map — a document that identifies 3 concrete tasks you do regularly and ranks them by automation potential. For each task, you'll map the trigger, list the steps, and sketch what a workflow would look like (even if it's just boxes and arrows on paper).

This isn't a graded assignment. It's your north star. You'll refer back to it as you build in Module 2, and you might come back to it weeks later and think, "Oh, I know how to automate that now."

The map is also your proof that you've internalized the core skill of this course: recognizing what can be automated and how to break it down into the sequence a computer can follow.

Let's begin.

Ready? Start with Lesson 1 → The Automation Opportunity