Klarna's OpenAI-powered assistant had 2.3 million conversations in its first month, two-thirds of Klarna's customer service chats, which Klarna equated to the work of 700 full-time agents. Klarna also reported errands resolved in under 2 minutes vs 11 minutes previously.
Reported outcomes
Outcomes are reported exactly as stated by the source; we have not independently audited them.
How it works
- Available in the Klarna app 24/7 in 23 markets and 35+ languages.
- Handles refunds, returns, payment issues, cancellations, disputes, and invoice inaccuracies.
- Customers can still choose a live agent.
Risks & compliance
- Financial-services complaint handling rules
- Escalation to humans must stay available
Editor's notes
- Figures are from the launch month (Feb 2024) as stated by Klarna.
Tools mentioned & how to build it
Disclosure: Some links may earn us a commission; it never affects grades. Tools are listed by fit to this case, never by payment.
Build a version yourself
- n8n
Open-source workflow automation with AI agent nodes; self-host or cloud. - ElevenLabs
Voice models and a conversational-agent platform behind many voice agents. - HubSpot (Breeze agents)
SMB-friendly CRM with Breeze AI agents for prospecting and support.
Sources
“The AI assistant has had 2.3 million conversations, two-thirds of Klarna’s customer service chats It is doing the equivalent work of 700 full-time agents”Klarna AI assistant handles two-thirds of customer service chats in its first month
Grade rationale: Named organization with quantified outcomes in its own press release. Automated check on Oct 17, 2026: 1/1 quotes and 3/3 outcome claims matched the source. Compiled by the Agent Casefile research desk (AI-assisted; see methodology). Spot an error? Request a correction.
