Spot the repeatable task
Start with work that follows a pattern: a recap, first draft, summary, or spreadsheet cleanup.
Choose the tasks that fill your week. Get a practical estimate of where AI can assist, where your judgment matters most, and how much time you could reclaim.
Select a role and at least one primary task. This is a directional estimate—not a prediction about your job.
Your task breakout
Knowing what AI can do is step one. Safely integrating it into your workflow without coding is step two.
A higher score does not mean your role disappears. It points to repetitive work that can be sped up—giving you more room for context, judgment, relationships, and decisions.
Start with work that follows a pattern: a recap, first draft, summary, or spreadsheet cleanup.
Define the goal, audience, source material, and constraints so the first output is worth reviewing.
Check facts, adjust tone, and make the final decision. AI assists; you remain accountable.
You don't need to code or learn prompt engineering from scratch. You simply need a framework to delegate repetitive manual tasks to AI safely.
2-3 Hours Spent • High Friction
15 Minutes Spent • Full Quality Control
Identify low-leverage, repetitive work in your specific role and filter what can be automated.
Apply structured Context-Goal-Format frameworks to get instant, accurate results from ChatGPT, Claude, or Copilot.
Track your weekly hours saved using the included AI Action Log (delivered automatically after purchase).
Every step, template, and prompt framework of this system is laid out inside the guide below:
Chapter 5 contains five practical workplace task examples. Those examples are part of one chapter—not the total chapter count.
A plain-English introduction.
How AI changes tasks and roles.
Learn It, Use It, Show It.
The basics and a first prompt.
Five practical workplace task examples.
Beginner-friendly tools and their uses.
Sharing useful improvements at work.
Checking and improving AI output.
Use the checklists, prompt templates, and task playbooks at your own pace. No jargon, subscriptions, or assumed technical background.