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Klarna Group plc

Global Financial services

AI handling the majority of customer-service chats

Automation Task Substitution

Measured outcomes Evidence code E4Scaled use

What changed

What changed

The AI assistant directly handles most customer-service chats.

Key results

Key results

Share of customer-service chats handled by AI — AI assistant handled 80% of customer-service chats — After 80 percent

2025

Consumer satisfaction after scaled AI service adoption — No drop in consumer satisfaction was reported

2025

How the organization responded

How the organization responded

Organizational response: Not yet evidenced

Why it matters

AIGW analysis

Task substitution is strongly evidenced; an AI-caused workforce reduction is not. Separates direct operational automation evidence from unsupported causal claims about headcount.

Source

Source & evidence

How we verify evidence

Klarna Group plc

Klarna Group plc Annual Report 2025

Regulatory filing

Regulatory filing reports that the AI assistant handled 80% of customer-service chats in 2025 with no drop in consumer satisfaction. The filing also reports lower company headcount, but does not establish that customer-service AI caused the reduction; therefore no Reduce response is serialized.