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Lesson 5 of 8

Measure the wedge

Lesson 5 of 8 · Build a Personal AI Workflow You Will Actually Use

In this lesson. Time, rework, and whether people skip the step.

What you will learn

  • Baseline time
  • Rework
  • Skip rate

Walkthrough

You will baseline last week’s time, then compare. If people skip the AI step, the output home is wrong or the prompt is slower than the old way. Measurement tells you which.

Work through the ideas in order. After each point, pause and connect it to a task you already do — a document, a workflow, or a feature you own. The goal of Build a Personal AI Workflow You Will Actually Use is usable skill, not a pile of notes.

If something is unclear, rewrite it in your own words before you continue. Teaching the step back to yourself is the fastest way to see gaps.

Practice

Capture a one-week baseline and the three numbers you will compare.

Keep the first attempt small. A finished example you can reuse beats a perfect plan you never run.

Check your understanding

  • Can you explain the goal of this lesson in one sentence to a teammate?
  • Where would you apply “Baseline time” in your own work this week?
  • What would you change on a second pass of the practice?

Next. Continue to the following lesson when the practice has a real artifact, even a rough one.