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Förändringsledning

Those who have time to have time — when life circumstances decide who develops

Three people on the team have become AI stars. The other nine have barely touched the tools. The difference? Who has slack at home.

Time

45 min

Level

Intermediate

Roles

4

Framework

The cost side of learning

Read the full scenario

Before you begin

3 minutes of prep for the facilitator

Materials

  • ▸A projector or large screen for presentation mode
  • ▸A notebook for each participant
  • ▸A facilitator (can be someone in the group)
  • ▸Water, coffee — and silenced phones

The room

  • ▸Sit around a table, not theatre-style — the conversation should feel horizontal.
  • ▸Close the door. This is not a meeting to drift in and out of.
  • ▸Decide who will document the group's decisions and reasoning.

Say as intro

"There are no right answers in this scenario — only clearer and less clear reasoning. The value comes from where you actually disagree, not from reaching consensus."

Briefing

The situation

Andreas leads a team of twelve. He's encouraged everyone to 'explore AI tools' and pointed to e-learnings, lunch webinars and internal communities. Six months later the pattern is clear: three people have become genuinely skilled — they share tips, build their own solutions and get more interesting work. The rest have barely touched the tools. When Andreas looks closer he sees who the three are: one lives alone with no children, one has a partner who carries the load at home, one is young and happy to stay up late. They didn't learn during work hours — they learned on personal time they could afford to invest. The other nine aren't unmotivated. They just don't have the slack. And Andreas has never actually deprioritised anything to make room for learning.

Discussion

Questions to wrestle with

The hidden cost of learning

  1. 1.What have Andreas — and we — outsourced to employees' personal time without calling it that?
  2. 2.Which groups in our organisation systematically have less slack — and how is that already showing up in who learns new things?
  3. 3.What's the difference between 'offering learning' and actually creating the conditions for it?

Fixing it without slowing the fast ones

  1. 1.How do we support the nine without signalling to the three that 'pulling ahead' was wrong?
  2. 2.What does Andreas concretely need to stop doing (meetings, deliverables, processes) for three weekly hours of learning time to fit?
  3. 3.If we move learning into work hours — how do we measure that the time actually goes to learning and isn't absorbed by something else?

Framework · The cost side of learning

To lean on

What we stop doing

Learning takes time from something — name it. Which meetings, deliverables or processes do we deprioritise?

Who protects the time

Time without an owner gets eaten. Who says no on the employee's behalf when the time is under threat?

How it's measured

Not attendance at trainings — but actual usage, shared lessons, applied to the work.

Who tracks the inequality

Break usage down by group (gender, life stage, role). If the pattern recurs — what do we do about it?

Decision

Possible paths

  1. AIntroduce protected learning time (3 hours/week) for six months for everyone on the team — the manager owns removing equivalent time elsewhere.
  2. BPair the three fast ones with a group of three each — their spread counts as delivery, not as extra work.
  3. CAdd AI usage by life stage/group to quarterly review — make the inequality visible before it becomes culture.
  4. DAccept the outcome, redistribute work by capability and communicate clearly what that means for development opportunities.

Triggers

Drop in when the discussion stalls

  • ▸Of the three 'stars', two are men in their thirties without children.
  • ▸Two of those who fell behind have recently applied for other internal roles.
  • ▸The company's diversity report is published in a month and AI usage is one of the metrics.

For the facilitator

Tips to get more out of it

  • Ask participants when they last learned something new during work hours — not on personal time or between meetings. The silence is the point.
  • Be ready for the 'but it's up to each individual' argument — then ask the group to consider which 'individuals' can afford to say yes.

Reflection

To take with you

  • "Does our current leadership development prepare managers to see — and carry — the invisible inequality in who has time to learn new things? What's missing?"
  • "Which decisions in our own leadership team have made learning a private matter — and what do we want to redo?"