# How much customer service work did Klarna's AI assistant take on?

> 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.

- **Evidence grade:** B — Named organization with a quantified outcome, from the vendor or the organization's own announcement.
- **Organization:** Klarna (payments company)
- **Industry:** Banking & Financial Services — Payments / consumer finance
- **Roles:** Customer Support
- **Tools:** OpenAI models (OpenAI)
- **Status:** production · **Agent pattern:** autonomous-agent · **Autonomy:** 3/4
- **Last verified:** 2026-10-17

## Reported outcomes
- share of chats: 2.3 million conversations, two-thirds of customer service chats [1] (self-reported)
- equivalent workload: work of 700 full-time agents [1] (self-reported)
- resolution time: under 2 minutes vs 11 minutes [1] (self-reported)

## How it works
1. Available in the Klarna app 24/7 in 23 markets and 35+ languages.
2. Handles refunds, returns, payment issues, cancellations, disputes, and invoice inaccuracies.
3. Customers can still choose a live agent.

## Risks & compliance
- Financial-services complaint handling rules
- Escalation to humans must stay available

## Notes
- Figures are from the launch month (Feb 2024) as stated by Klarna.

## Sources
1. Klarna, "Klarna AI assistant handles two-thirds of customer service chats in its first month" (2024-02-27) <https://www.klarna.com/international/press/klarna-ai-assistant-handles-two-thirds-of-customer-service-chats-in-its-first-month/>
   > "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"

Canonical: https://agentcasefile.com/cases/klarna-ai-assistant-customer-service/ · License: CC BY 4.0 (summary) · Source: Agent Casefile