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Level 4 · Workflow · Practitioners

Map Your Work Before You Add AI

Map a real process, choose useful AI steps, and keep human judgment in the right places.

Find your fit

Start where you are.

Who it is for

People and teams repeating paperwork, follow-ups, reports, or other multi-step tasks.

Starting skills

Level 3 skills and one recurring task to examine.

Proposed format: 2 × 90-minute sessions
What you will practice

Clear goals. Useful skills.

  1. Map the current process with inputs, outputs, owners, and decisions.
  2. Mark AI opportunities and required human review points.
  3. Compare a baseline and a trial using one defined measure.

Hands-on exercise

Map preparation of a weekly update using fictional notes. Trial AI summarization while a person verifies facts and approves the final draft.

Proposed session plan

Learn, try, reflect.

Session 1
  • select a bounded task — 15 minutes
  • map the current process — 30
  • identify friction — 15
  • mark candidate AI steps and human decisions — 20
  • choose a measure — 10
Session 2
  • review the baseline — 10 minutes
  • design the revised workflow — 25
  • run a sample trial — 25
  • compare results and check quality — 20
  • document the next step — 10
Make progress visible

Practice that earns
your confidence.

The map names an owner, includes a review gate, and reports a defined measure without claiming unobserved savings.

Feedback and another try are part of learning. Attendance alone does not establish the level.

Between-class practice

Run a small approved trial and record its result. Label classroom measurements as sample results rather than business savings.

Materials and access

Workflow-map template, baseline log, fictional weekly notes, and a human-review checklist.

Account and tool requirements will be confirmed before enrollment. Labs use fictional or approved material.

Back to all eight levels
Take your first step

Start where you are.
Rise from there.

Bring one question, one goal, or one task you would like to make easier.

Let’s find your next step