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CCAO-F · Study Guide

← Domain 4: Workflow Integration and Solution Design

4.3 · Lesson 3 of 5

Solution Design and Iteration

What you need to know

Roll out in small steps. Pilot with a narrow use case, measure against the success criteria you defined, learn what breaks, and then expand. Big-bang launches hide problems until they are expensive.

Pilot, measure, expand

  • Start with a small group, a single workflow, and a clear time box.
  • Measure what you said would matter: time saved, quality scores, review corrections.
  • Adjust instructions, knowledge, or the process itself before widening the audience.
  • Expand in stages only when the previous stage holds up.

Capture what works

Turn successful prompts and instructions into shared templates. Good practice that lives in one person’s head disappears when they are away. A short pilot summary with next steps is part of the design, not optional paperwork.

Worked example

A weekly task has a baseline of 45 minutes with frequent rework. After three to five Claude-assisted runs, time drops but rework stays high — so the team adjusts the prompt and Project knowledge before expanding. The pilot summary ends with “adjust, then retest,” not “roll out company-wide.”

Exam traps

  • Roll out to the entire company first

    Pilot, measure against a baseline, then expand.

  • Skip baseline measurement

    No baseline means no way to tell whether Claude helped. Track time, quality, and rework.

  • Ignore failure cases

    The prompts that went wrong are the most valuable input for the next version.

  • Leave successful prompts in one person’s head

    Document shared templates so practice survives vacation and turnover.

Practice scenario

A team wants Claude to help with a weekly task across the whole company starting Monday. What is the best rollout pattern?

Choose one answer

Build exercise

Pilot, Measure, and Expand a Claude-Assisted Task

4.3 · Intermediate · ~40 min · claude.ai

What you will practise

  • Why you start with a small pilot.
  • What to measure: time saved, quality, and rework.
  • How to decide whether to expand, change, or stop.
  • How to record what you learned.

Run the Domain 4 pilot exercise so your summary compares results to a baseline and ends with a clear decision.

Open Domain 4 exercises

Path: /learn/claude-associate/exercises/4-workflow-integration-design

Sources

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