
8,500 people retrained. One revenue line, published once.
From Ingka's annual reports and its newsroom release, I read this through the hidden-cost lens.
In June 2023 Reuters asked Ulrika Biesert, global people and culture manager at Ingka Group, the largest IKEA retailer, whether AI would cut headcount. Her answer: "That's not what we're seeing right now."
On 29 June 2023 Ingka wrote that it had reskilled 8,500 call-centre co-workers. The new skills: remote interior design, digital retail sales, relationship building and complex problem-solving.
Its chatbot, Billie, had taken the simpler enquiries since FY21.
The release gave two results. The chatbot resolved about 47% of the enquiries it received in two years and saved nearly €13 million. Sales through the remote channel reached €1.3 billion in FY22, 3.3% of total sales, with an aim of 10%.
The chatbot's saving is the small number; the retrained people stand beside a number 100 times larger. A training budget almost never gets a line like that.
What 8,500 people were taught, and what the company can show for it, makes this a story about integrated training.
In March 2026 Ingka announced about 800 office role cuts and said it would invest in reskilling.

The short version
Ingka retrained 8,500 call-centre staff as remote design advisers between 2021 and 2023.
Its chatbot saved nearly €13 million in two years; the remote channel sold €1.3 billion in one year, FY22.
Since the FY22 report, Ingka's annual reports give no remote sales figure. The last total of training hours is in the FY23 report.
Training hours fell, then the count stopped
The FY22 report logged 2.8 million training hours. It counted 2,790 co-workers upskilled or reskilled in customer service, facilities and stores, and €1.2 billion of remote sales involving customer support.
On 29 June 2023 the newsroom put the retrained group at 8,500, the chatbot's share at 47% and its saving at nearly €13 million. The remote channel stood at €1.3 billion, 3.3% of sales.
Reuters reported on 14 June 2023 an aim of 10% by 2028. Retail Gazette put the UK price of a 45 to 60 minute video design session at £25, about €30.
The FY23 report logged 2.6 million training hours. Its customer score rose to 76 from 71, with better ratings for remote customer support. It said many co-workers will need new or additional skills.
The FY24 report dropped the reskilling target from its reporting. The new target: at least 80% of co-workers feel they have good opportunities to develop their competencies. The report gave 72% and marked the target not on track.
FY25: no remote sales line, 800 roles cut
For FY25 Ingka reported revenue of €41.5 billion, down 0.9%, and operating income of €1.5 billion, 3.5% of sales. It had 166,460 employees, 35,949 leavers, a turnover rate of 21.6% and around 25,000 remote planning meetings a month.
No remote sales figure appears in the FY25 reports. Neither the FY24 nor the FY25 report gives a total of training hours.
Ingka reported what the chatbot saved. Nobody books what each trained adviser sells.
On 19 March 2026 Ingka announced about 800 role cuts in Group Functions, office-based and mainly in Sweden and the Netherlands. Chief executive Juvencio Maeztu said the company had "grown too complex" and would "invest in re-skilling and up-skilling". The sources do not say whether remote support roles are affected.

The hard enquiry needs four new skills
Ingka has published no process, so how an enquiry travels from the chatbot to the adviser is my outside reading. Picture one customer who writes to IKEA about an order. Before the chatbot, a call-centre co-worker answered. Now the chatbot does; Ingka says it resolved about 47% of what it received.
The enquiry that reaches a person is the harder one: a kitchen, a wardrobe, a whole room.
In the UK that is a 45 to 60 minute video session at £25, about €30, ending in a product list. None of the four skills it needs was part of answering "where is my order".
Multiply by around 25,000 remote planning meetings a month, about 300,000 a year.

The training came early; the counting of what it produced did not follow. That is where this story sits among the families: integrated training, done and then left unmeasured.
The symptoms you would see sit in people's work: an enquiry answered twice, a session that ends without a product list, an adviser who leaves with four taught skills. The hidden cost is the sales the 10% aim implied and nobody has shown, priced at the margin they should have carried.
€200 of sales for every euro the chatbot saved
Per year the chatbot saved about €6.5 million, half of the two-year figure. The remote channel sold €1.3 billion in FY22.
That is about €200 of sales for every euro the chatbot saved.
Ingka publishes no sales per adviser and no turnover by role. Its group turnover rate was 21.6% in FY25, and every adviser who leaves takes four taught skills along. Each leaver is one more training before the channel grows by one euro.
The aim was 10% of sales. On FY25 revenue that is about €4.2 billion, €2.9 billion above FY22's channel, or roughly €100 million of operating income at 3.5%. Nobody outside Ingka can say how far it has got.
You may object: "The chatbot is the story; its saving paid for the training." Ingka has not published what the training cost. What it published is €13 million beside €1.3 billion, and the larger figure is the one with a target.
None of this proves that the retraining produced the €1.3 billion. The FY22 report already counted €1.2 billion of remote sales involving customer support, and Ingka publishes no sales per adviser. Nor do I know that the channel has grown since; the 10% aim has no published progress in the documents I read. One table would answer both: hours taught per adviser, sales per adviser the year after, and advisers who left.
Ingka's case is rare because a training story came with a revenue line beside it, and ordinary because the target was dropped in FY24: the count stopped before anyone knew what the trained people produced. Kihon runs that count the other way round: hours taught by role, beside what each role then wins or keeps, priced at margin, and the skills that leave with each person who goes. The Diagnosis builds that table in your own numbers, for a commercial team of 8,500 or a far smaller one, at the enterprise stage where a leak like this is stable and never a crisis. If your team learned a new skill last year and nobody counted what it won, thirty minutes on your own numbers is where we would begin.
Three laws to repeat.
- A skill taught without a sales line stays a cost on the books.
- Drop the target and the count stops with it.
- Every leaver walks out with the training hours.
To every CEO, CFO and CRO: ask which report last set sales per trained person beside the training budget.
Put a revenue column beside each skill
- List the three skills your customer-facing team learned last year, with the hours each one took.
- Write beside each skill the revenue the team won or kept with it, in euros.
- Count the trained people who left in the year, and price the skills that left with them.
Why did Ingka stop reporting the reskilling target? The FY24 report does not say. It replaced the target with one on how co-workers feel about their chances to develop.
Before retraining a team of your own, keep three columns by role: hours per person, revenue per trained person the following year, and leavers. Without the third you teach the same skill twice.
Sources
- Ingka Group newsroom, AI and Remote Selling bring IKEA design expertise to the many, 29 June 2023
- Ingka Group, Annual Summary and Sustainability Report FY22 (year to 31 August 2022)
- Ingka Group, Annual Summary and Sustainability Report FY23 (year to 31 August 2023)
- Ingka Group, Annual Summary and Sustainability Report FY24 (year to 31 August 2024)
- Ingka Holding B.V., Annual report for Financial Year 2025 (year to 31 August 2025)
- Ingka Group, Annual Summary and Sustainability Report FY25 (year to 31 August 2025)
- Ingka Group newsroom, FY25 results release, 11 November 2025
- Reuters via Inside Retail Asia, Ikea bets on remote interior design as AI changes sales strategy, 14 June 2023
- Retail Gazette, Ikea embraces remote interior design as AI transforms sales tactics, 13 June 2023
- Personnel Today, Ikea retailer to cut 800 office jobs, 20 March 2026
- Retail Gazette, Ikea owner Ingka to cut 800 roles as CEO says it has "grown too complex", 20 March 2026
- Eurofound, European Restructuring Monitor, Ikea internal restructuring in Sweden, 19 March 2026
Your turn: which skill did your commercial team learn last year, and what did it win or keep with it? Write to me at cemgorer@kihonlabs.com, or answer on LinkedIn. I read every reply.