Module 04 · 20 minutes
Transition Planning
Manage workload, surveillance, inclusion, team agreements, and role transitions as AI changes work.
Written and edited by Cahyanto Arie Wibowo. Last reviewed · version 1.2.
When is the idea of “Transition Planning” most useful?
Future of Work turns Transition Planning into a question you can test instead of a claim you have to accept. Imagine explaining Transition Planning to a colleague without jargon. A clear example, boundary, and reason will do more work than a long definition. Try summarizing Transition Planning in your own words; a clear example is usually the best sign that the idea makes sense.
After this lesson
- Future of Work turns Transition Planning into a question you can test instead of a claim you have to accept.
- Use the idea of “Transition Planning” to interpret one realistic situation.
- Explain the limits of the concept and the information that still needs to be checked.
Start with the situation
Understand the situation first. The label can come later.
Higher productivity is not healthy when people lose control and their workload keeps growing. This lesson uses the idea of “Transition Planning” to examine that situation without treating a single term as the answer to every problem.
Future of Work turns Transition Planning into a question you can test instead of a claim you have to accept. Manage workload, surveillance, inclusion, team agreements, and role transitions as AI changes work. Connect the term to a decision someone genuinely needs to make.
See how the decision unfolds
Move from the situation to a choice others can review.
01
Situation
Higher productivity is not healthy when people lose control and their workload keeps growing. This lesson uses the idea of “Transition Planning” to examine that situation without treating a single term as the answer to every problem.
02
Decision
Higher productivity is not healthy when people lose control and their workload keeps growing. Identify the part of the situation most closely connected to the idea of “Transition Planning”. Use the case as a thinking tool, not as proof that one solution fits every context.
03
Review
Efficiency cannot be the only measure when redesigning work. This mistake often appears when a label is used before the problem is understood. Write down your assumptions so another person can review them.
Visual model
Map the parts before choosing what to do.
Read the diagram as a map of Transition Planning: begin with the context, follow the connections, and inspect the highlighted point before making a decision.
Do not rush the choice
Two ways to look at Transition Planning
Useful when
- Future of Work turns Transition Planning into a question you can test instead of a claim you have to accept.
- Use the idea of “Transition Planning” to interpret one realistic situation.
- Future of Work turns Transition Planning into a question you can test instead of a claim you have to accept. Manage workload, surveillance, inclusion, team agreements, and role transitions as AI changes work. Connect the term to a decision someone genuinely needs to make.
Pause and check
- Efficiency cannot be the only measure when redesigning work. This mistake often appears when a label is used before the problem is understood. Write down your assumptions so another person can review them.
- Explain the limits of the concept and the information that still needs to be checked.
The stronger choice is the one whose evidence, owner, and limits can be explained, not simply the more sophisticated option.
A tempting shortcut
A familiar term can still lead us to the wrong decision.
Why this can seem reasonable
Efficiency cannot be the only measure when redesigning work. This mistake often appears when a label is used before the problem is understood. Write down your assumptions so another person can review them.
How to check it
Imagine explaining Transition Planning to a colleague without jargon. A clear example, boundary, and reason will do more work than a long definition. Begin with what can be observed, then separate facts, assumptions, and open questions.
Pause for a moment
What evidence could change this decision?
Answer before opening the discussion. Name one fact and one assumption.
Open the discussion
Future of Work turns Transition Planning into a question you can test instead of a claim you have to accept. Imagine explaining Transition Planning to a colleague without jargon. A clear example, boundary, and reason will do more work than a long definition. Try summarizing Transition Planning in your own words; a clear example is usually the best sign that the idea makes sense.
Try it on your work
Try it with one small piece of real work.
- Choose one real situation related to Transition Planning.
- Separate what you can observe from what you are assuming.
- Write one decision, its owner, and the evidence needed to review it.
- Name the signal that would make you stop or change direction.
Make one small decision with the idea of “Transition Planning”. Record your reasoning, the limits, and the signal that would make you change course. The larger module activity is: Prepare a human-AI work plan that protects both outcomes and team well-being. Keep the first version small enough for another person to review in a few minutes.
Quick practice
Make one small decision with the idea of “Transition Planning”. Record your reasoning, the limits, and the signal that would make you change course. The larger module activity is: Prepare a human-AI work plan that protects both outcomes and team well-being.
Summary
- Future of Work turns Transition Planning into a question you can test instead of a claim you have to accept.
- Use examples and evidence to test your understanding.
- Record the limits, risks, and conditions that should trigger another review.
Continue from here
- Inclusion and Surveillance: Continue the idea from Human-Centered Ways of Working with a closely related example.
- Incident Response: Connect this lesson to Leadership and test the idea in another context.
- Affected Stakeholders: See how the same decision changes when viewed through AI Ethics.
Sources and further reading
- Artificial intelligence and the world of work: International Labour Organization · official-research. Primary reference for the definition, evidence, or limits discussed in “Transition Planning”.
- Recommendation on the Ethics of Artificial Intelligence: UNESCO · official-recommendation. Further evidence and context for checking the explanation in “Transition Planning”.
- A guide to data protection: data minimisation: UK Information Commissioner’s Office · official-guidance. Further evidence and context for checking the explanation in “Transition Planning”.