IKEA reskilled call centre co-workers beside the Billie chatbot

A simple question used to be the whole job. Once a system can take that question, the work left over is the part the system cannot finish, and someone has to be able to do it.

Ingka Group's account, dated 29 June 2023, describes that shift at the largest IKEA retailer. It says 8,500 co-workers, supported by an artificial intelligence chatbot named Billie, are taking remote selling further, using what the page calls 80 years of IKEA life at home knowledge. Billie was built inside a wider strategy, and inside what the page calls a human-centric and data-driven vision, to give customers and co-workers better value.

Read the description of the bot as a claim, not as a demonstration. The page says Billie, using artificial intelligence and natural language processing, can understand questions, give product information, offer recommendations and help design whole interior spaces without a person stepping in. Parag Parekh, CDO for Ingka Group, says: "This level of personalization is not only going to continue to improve but will enhance customer satisfaction and increase loyalty overall." Billie is described as available around the clock and across time zones, and as able to hold more than one conversation at a time.

The figure the page actually reports is a share of enquiries. Since the rollout in FY21, which the page defines as 1 September 2020 to 31 August 2021, Billie resolved approximately 47 percent of the customer enquiries it received from 2021 to 2023. That is 3.2 million interactions and nearly EUR 13 million in savings. Those numbers belong to the bot's handling of simpler enquiries. They are not a measure of what a co-worker learned.

The skills are the part worth writing down. With simpler enquiries on the chatbot, co-workers are described as free for a more valuable role in remote selling. So far, 8,500 call centre co-workers have been reskilled for remote interior design, digital retail sales, building relationships and unique enquiries that need complex problem-solving. The opening uses that same 8,500 for the co-workers Billie supports. Ulrika Biesèrt, Ingka Group's people and culture manager, is quoted from a conversation with Reuters: "We're committed to strengthening co-workers' employability in Ingka or elsewhere through lifelong learning and development and reskilling, and to accelerate the creation of new jobs." Employability inside the company, and employability if someone leaves. Drop the second half and the sentence is no longer the one they published.

Do not borrow the sales line as proof the reskilling worked. Remote customer meeting points reached EUR 1.3 billion at the end of FY22, the year from 1 September 2021 to 31 August 2022, equal to 3.3 percent of total sales. The aim is 10 percent over the next few years. The page does not tie that revenue to the 8,500, and it does not say who now does the new work or what happened to anyone who did not move. Its close is a standard, not a result: integration will be defined over time by a seamless interaction between responsible artificial intelligence and human knowledge. A note adds that the facts were current at publication and may have changed.

1. Name both sides of the split. Simpler enquiries on one side. Remote interior design, digital retail sales, relationships and complex problem-solving on the other. A shared login is not that split.

2. Keep the bot's tally off the person's record. Approximately 47 percent, 3.2 million interactions and nearly EUR 13 million answer a question about Billie. They do not say whether a co-worker can hold a design conversation.

3. Leave "or elsewhere" in the employability line. Biesèrt is not only promising a new job inside Ingka. If the skill is real, it is real for someone who leaves.

4. Do not treat a sales target as a learning result. EUR 1.3 billion and a hope of 10 percent describe meeting points. They are not a completion rate, a quality check or a count of people who could not cross.

An AI training session is a practical place to put that split on one live queue, with the people who still take the enquiries the bot does not, and the person who would own the reskilling.