Example: IKEA through the Change Compass

Practicum for Volume 2, Chapter 11, "The Change Compass." Version: 2026-07. This is a teaching review of a public case, not a recommendation to copy IKEA word for word.

This worksheet shows what a completed compass looks like in a case you can check. See how the four arrows apply to IKEA / Ingka Group, then return to your own processes.

Case source: Ingka Group, "AI and Remote Selling bring IKEA design expertise to the many" (29 June 2023). The source says that from FY21 through 2023, the Billie chatbot resolved approximately 47% of customer enquiries across 3.2 million interactions, with nearly EUR 13 million in savings. It also says 8,500 call-centre co-workers were reskilled in remote interior design, digital retail sales, relationship building, and complex problem-solving. Sales through remote customer meeting points reached EUR 1.3 billion in FY22, or 3.3% of total sales.

Caveat: this is a public corporate case, not an independent study. Do not write that the chatbot "created EUR 1.3 billion." A more accurate reading is that IKEA automated a flow of simple requests, retrained some employees, and developed remote selling and remote customer meeting points into a meaningful sales channel.

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1. WHERE arrow: what the agent should do

IKEA did not give the agent full responsibility for "customer care." The case shows two types of work.

Work	Score	Decision
Simple repeated customer questions: status, product information, basic help	5/5	Give to Billie
Interior advice, solution design, relationships, and difficult unusual questions	1-2/5	Keep with a person and support them with AI

Why the first flow passes the score:

Question	Answer from the case
Does the process repeat?	Yes. Customer enquiries arrive continuously and follow repeated patterns
Is the volume meaningful?	Yes. The chatbot solved 3.2 million interactions
Can you check the result?	Yes. The question was resolved or not, the customer received the needed answer, and escalation exists
Is the cost of an error manageable?	Yes, if the agent is limited to simple questions and hands difficult cases to a person
Do data and context exist?	Yes. IKEA has product information, customer questions, a knowledge base, and 80 years of life-at-home knowledge

Lesson for your business: do not search for a function to replace. Find a task flow inside the function. The right unit may be the first 40-50% of repeated questions, not "customer support" as a whole.

2. PEOPLE arrow: how roles change

The strongest part of the case is what happened to people after Billie took simple questions. IKEA says 8,500 call-centre co-workers were reskilled for remote customer meetings around interior design competence, digital retail sales, relationship building, and complex problem-solving.

This was not an AI course completed for a check mark. The role changed.

Before	After
Answer a stream of similar questions	Help the customer build a solution for the home
Reduce pressure on a queue	Create value in remote selling
Work as a cost centre	Work closer to a revenue channel

Check your own case: if people returned to the old process after the implementation, you added a tool. If their role changed, you started a real change.

3. EFFECT arrow: what to measure

The case gives two groups of metrics. Do not mix them.

What is measured	Public figure	Honest reading
Effect of automating the simple flow	nearly EUR 13 million in savings	Lower operating load
Work moved to self-service / bot	47% customer enquiries, 3.2 million interactions	Scale of the repeated process
New or stronger sales channel	EUR 1.3 billion remote customer meeting points sales in FY22	Sales tied to remote selling; the chatbot did not "create" the full amount
Share of the channel	3.3% total sales	Evidence that the change became a business loop rather than a pilot

Ask one question about your process: Which metric changes if the agent is genuinely useful? Without a "before" metric, the IKEA case becomes a nice story rather than a working example.

4. CONTROL arrow: what is known and unknown

The public source says Billie handles simple customer enquiries while people take more complex and value-adding interactions. It does not explain the full control design.

Control question	What the public case supports
Is there an autonomy boundary?	Yes. The chatbot handles simpler work and co-workers handle harder work
Is there a named owner of the loop?	Not disclosed
How does escalation work?	The split between "simpler enquiries" and complex problem-solving shows the logic, but details are not disclosed
How is answer quality measured?	Not disclosed
What happens after a failure?	Not disclosed

Apply a stricter standard to your own project. A public case may give you an idea, but your loop needs an owner, stop rules, and an action record.

5. The seven gates in the IKEA case

Gate	How it appears in the case	What to take into your work
1. Work map	Customer enquiries are separated from advisory work	Start with a task map, not a department
2. Scoring	Simple enquiries pass five questions; design consultation does not	Automate a flow, not a profession
3. Baseline	Interaction volume, share of resolved enquiries, and savings are reported	Record "before" before launch
4. Agent contract	The public case shows a boundary around simple enquiries, but not the contract details	Write down your boundaries instead of holding them in your head
5. People learn in the loop	8,500 employees were reskilled for new roles	Training should change the work, not only add knowledge
6. Effect measured	Savings and remote customer meeting points sales are separate	Do not mix savings with growth
7. Second round	IKEA plans to grow remote selling further	Scale after the first loop produces numbers

6. Apply it to your business

Complete a short version for your case.

Question	My answer
Which simple repeated flow looks like Billie in our business?
Which more valuable human work will this free up?
Which 2-3 "before" metrics must we record before the pilot?
Which autonomy boundary will we put in writing?
Who needs training for a new role rather than "training in AI"?

If you cannot answer the second question, you are probably building a cost-cutting project. That may still be useful, but it is a different conversation. The Change Compass works best when automation of a simple flow frees people for more valuable work.

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Next: Process Scoring | Gate Sheet | Training Inside the Work Loop.