Lead & evaluate AI use · Lesson 06 · Handle complex work

Capstone: write an accountable AI adoption decision

Write a conditional adoption decision that shows what is still missing.

12 min read + 60 min practice · Estimates, not measured times

Before you start

Use lessons 01–05 or equivalent skills before this exercise. You can revisit them from the lesson list.

A text editor and supplied fictional decision packets. No purchase, procurement action or operational approval is performed.

Start with the idea

Write a conditional adoption decision that shows what is still missing.

Describe the need, alternative, known setup and evidence gaps. Set pilot rules and accountable owners. Keep a classroom decision separate from purchasing or real authorization.

Conditional decision: A decision limited by stated requirements that must be met before further action.

See the example and check your understanding

A made-up teaching example

The worked decision allows supplied fictional records and manual release review only. Operational adoption remains pending the named evidence and responsible authorization.

Ask yourself

Does a clear training proposal approve a real purchase or deployment?

Show the explanation

No. It identifies conditions for further review. Retention and total effort can remain unresolved.

Start with these checks

  • Use no personal data in the exercise.
  • Name pilot gates and owners.
  • Keep purchase and operational approval outside the classroom task.

Use the different practice case below and check every requirement in its full instructions.

Go to the practice task ↓
Full learning objectives
  • Integrate use-case, boundary and vendor evidence.
  • Make a conditional go, pause or no-go decision.
  • Assign ownership and review triggers.
Visual lesson1:41

Captions appear here during playback.

Capstone: write an accountable AI adoption decision

Write a conditional adoption decision that shows what is still missing.

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Source-based teaching example · Fictional data · Reviewed 2026-10-03. Microsoft Mark · locally synthesized. On a small screen, use fullscreen for diagram details or read the transcript.

Read the descriptive transcript

0:00 · What you will learn

Write a conditional adoption decision that shows what is still missing.

What appears on screen

Write a conditional adoption decision that shows what is still missing.

0:06 · The idea

Describe the need, alternative, known setup and evidence gaps. Set pilot rules and accountable owners. Keep a classroom decision separate from purchasing or real authorization.

What appears on screen

Describe the need, alternative, known setup and evidence gaps. Set pilot rules and accountable owners. Keep a classroom decision separate from purchasing or real authorization.

0:21 · One useful term

Conditional decision. A decision limited by stated requirements that must be met before further action.

What appears on screen

A decision limited by stated requirements that must be met before further action.

0:31 · A worked example

The worked decision allows supplied fictional records and manual release review only. Operational adoption remains pending the named evidence and responsible authorization.

What appears on screen

The worked decision allows supplied fictional records and manual release review only. Operational adoption remains pending the named evidence and responsible authorization.

0:44 · Your turn to think

Does a clear training proposal approve a real purchase or deployment? Pause and decide before continuing.

What appears on screen

Does a clear training proposal approve a real purchase or deployment? Pause the video if you need more time.

1:01 · Why this answer works

No. It identifies conditions for further review. Retention and total effort can remain unresolved.

What appears on screen

No. It identifies conditions for further review. Retention and total effort can remain unresolved.

1:11 · Check 1

Use no personal data in the exercise.

What appears on screen

Use no personal data in the exercise.

1:17 · Check 2

Name pilot gates and owners.

What appears on screen

Name pilot gates and owners.

1:22 · Check 3

Keep purchase and operational approval outside the classroom task.

What appears on screen

Keep purchase and operational approval outside the classroom task.

1:29 · Now try a different case

Open the lesson and try its different practice case. Use every check in the full task. Watching alone does not mark the lesson complete.

What appears on screen

Open the lesson Try the new case Check and revise The full task and its requirements are in the linked lesson.

Watching explains the example. Complete the lesson practice to check what you can do. Explore all visual lessons →

The method

Build the decision packet around a concrete use case. Include alternatives, baseline, complete boundary, evaluation criteria, evidence gaps, pilot plan, ownership and recovery. Your conclusion may be go for a bounded synthetic pilot, pause for evidence, or no-go. A well-supported pause is a successful learning outcome.

Separate approval stages: learning exercise, synthetic pilot, authorized organizational trial and operational adoption. Evidence for one does not automatically authorize another. State what is untested and what responsible review is needed. Avoid claiming accreditation, procurement eligibility or certification from this course or your fictional packet.

Choose your model, harness and offline route

Text-only assistant

Use supplied text. Ask for a plan or draft; do not claim browsing, code execution or file access that was unavailable.

Tool-enabled application or harness

Record which tools actually run, allowed files and actions, approval boundaries and observable results. Tools are optional unless the task needs them.

Local or cloud deployment

Inspect inference, retrieval, connectors, logs and storage separately. Use only authorized environments for real data; training fixtures are fictional.

Higher-capability or frontier model

Evaluate the exact task and configuration. Capability does not supply missing evidence or grant permission. No provider ranking or guarantee is implied.

Offline alternative

Use the supplied inputs and inspect the worked example manually. Builder exercises use local deterministic Python. No paid account or live model call is required.

Record the exact product/model label when available, tools actually used, inputs, permitted actions, observed output and checks. Live accounts or APIs may have external costs; they are optional and are not used by this page.

Read the general workflow guide →

Worked example

Supplied input

Worked decision structure: bounded need; alternative; known configuration; missing evidence; synthetic pilot; gates; owner; review date. No purchase or real deployment occurs.

A checked result

“Proceed only with supplied fictional records and manual release review; operational adoption remains pending the specified evidence and responsible authorization.”

Why this works

Conditions make the decision useful while preventing a classroom proposal from becoming an implied approval.

Your independent capstone

Independent capstone: a team wants a report assistant. Vendor claims 40% savings from generation timing on four selected cases. Cloud model uses a remote index; retention unknown. Source documents contain personal information. Reviewer available for synthetic trials only. Write a 500-word decision packet.

Download this task and checklist →

Interactive practice / Fictional fixture

Write a conditional adoption decision

Use the supplied independent case above. Check the bounded decisions, then review your written artifact against the full acceptance criteria.

Everything runs in this browser. No AI model is called and no work is uploaded. Bounded checks cover specific facts and rules. Your writing is not graded: you review it yourself. Practice never marks a lesson complete automatically.

Include non-AI alternative, boundary, evidence gaps, owners, stop conditions and requirements before real use.

Try the task, run the checks, then revise. Checks are teaching feedback, not an instructor grade.

Your steps

  1. Define a non-AI alternative and baseline.
  2. Map the known boundary and unresolved data questions.
  3. Challenge the savings claim and design representative synthetic cases.
  4. State your decision, owners, stop conditions and evidence required before any real-data use.

Check your work

  • No personal data is used or uploaded.
  • No purchase, real deployment or approval is performed.
  • Retention and total effort remain unresolved.
  • Pilot conditions, evidence gates and accountable owners are explicit.
After your attempt: review notes and a common mistake

A bounded synthetic pilot or pause can pass. Endorsing real-data deployment from an attractive demo fails the boundary and evidence criteria. The 40% claim excludes review and correction, so it is not an accepted total-effort measure.

Different wording or a different justified decision can pass. Check your work against every requirement; these notes are not an automated grade.

Explain your approach

What evidence would move your decision from pause to a bounded trial?

Keep your artifact, one correction or decision, its evidence and one remaining limitation. Nothing on this page sends or uploads your work.

Check your understanding

Which capstone conclusion can demonstrate good judgment?

Choose an answer to see feedback. This is a knowledge check, not instructor assessment.

Review your independent practice

Complete the supplied task before recording progress. Use the acceptance criteria and reveal the review notes after your attempt. Keep your artifact yourself; nothing is uploaded.

Confirm your self-review

Not yet self-reviewed. Completion stays in this browser and does not issue a badge.

Optional deeper study

Explore the related general-course lesson → This opens the existing canonical lesson; it is optional depth, not another copy of this focused task.

Revision 2026-10-03. Fictional examples, not observed provider results. Knowledge checks and completion records are self-study aids.