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What the AI leaders learned · Klarna

Cost alone isn’t the measure.

AI took over most support chats, then people came back.

The numbers

2.3Mconversations handled by Klarna’s AI assistant in its first month
75%of customer chats handled by AI within a month of launch
700agents’ worth of work, by the company’s own estimate

What happened

The story.

  1. Dec 2023

    Klarna pauses hiring to focus on AI. Headcount falls about 22%, mostly through attrition.

  2. Feb 2024

    The company announces its AI assistant is handling most customer chats, in more than 35 languages, doing the work of about 700 agents.

  3. May 2025

    CEO Sebastian Siemiatkowski says the cheaper AI service produced lower quality, and that investing in the quality of human support is “the way of the future.” Klarna starts recruiting people for remote customer service roles, promising there will always be a human if a customer wants one.

The lesson for your business

Cost alone isn’t the measure.

Klarna measured cost and volume, and both looked great. Quality slipped quietly until it couldn’t be ignored. When AI takes over customer conversations, track satisfaction, resolution and repeat contacts alongside cost from day one, and keep a clear path to a person.

  • Measure quality and customer satisfaction, not just cost per contact.
  • Keep a person reachable for anything AI can’t resolve.
  • Pilot, measure, then scale. Not the other way around.

Sources: Entrepreneur: Klarna is hiring customer service agents after AI couldn’t cut it · CX Today: Klarna grapples with AI-led customer service

More stories

If this makes sense to you, you should do a short project overview with Frank.

Tell Frank which process is costing you the most time, money or customer goodwill. He’ll tell you what to delete first, what to align, and where AI should and shouldn’t help.