Sebastian Siemiatkowski said Klarna went too far in cutting customer service with AI, and quality suffered. That is not a customer support story. It is a management story.
What people miss is the failure mode. The model did not simply underperform. Klarna made cost the dominant metric, so it optimized the transaction and erased part of the function.
Customer service is not just answer retrieval. It is where a company digests fear, confusion, exceptions, and its own mistakes in public. Apollo matters here: faster handling, lower cost, cleaner flow. Necessary. But optimization cannot metabolize meaning.
When you remove too much human contact, you do not just lose warmth. You lose the tissue that turns a broken moment into renewed trust.
The operator move is not anti-AI. It is to stop treating trust work as waste. Use AI to compress routine work. Keep humans where the company has to absorb ambiguity without becoming less human.