You don’t need to be an engineer — just follow this practical process:

  1. Identify a repeatable process

    • "I do this every week..."

  2. Break it into steps

    • Input → Action → Output

  3. Match AI tools to each step

    • ChatGPT, Canva, Notion, Zapier, etc.

  4. Test & refine

    • Automate what’s consistent. Keep human review where needed.

Pro Tip: Start simple. One automation is better than none.