AI first, then a correction: an OpenAI-built assistant and a hiring freeze shrank headcount by about 40%, human agents came back, and AI now faces outward into agentic shopping.
How is Klarna using AI?
Klarna's AI strategy centres on the Klarna AI Assistant, built with OpenAI and launched in February 2024, which Klarna said did the work of 700 full-time agents in its first month and 853 by Q3 2025. Full-time headcount fell from 5,527 in 2022 to 3,098 in June 2025 through AI, a hiring freeze and attrition. In May 2025 CEO Sebastian Siemiatkowski said the AI push had lowered quality and Klarna would recruit human agents again. Klarna listed on the NYSE in September 2025 at $40 a share.
Category
BNPL & lending
Founded
2005
Headquarters
Stockholm, Sweden
Licence and supervision
Swedish bank (Klarna Bank AB), supervised by Finansinspektionen, passported across the EU; UK subsidiary an e-money institution and consumer credit firm (FCA); applied July 2026 for a Utah industrial-bank charter (Klarna Bank USA, FDIC).
Scale
120 million active consumers and $36.6 billion of GMV in Q2 2026 (quarter to June 30, 2026)
Flagship platform
Klarna AI Assistant
AI leadership
Sebastian Siemiatkowski · Yaron Shaer
- Klarna AI Assistant, built with OpenAI and launched globally February 27, 2024: 2.3 million conversations and two-thirds of service chats in month one, equivalent to 700 full-time agents, customer satisfaction on par with humans, resolution time down from about 11 minutes to under 2, and an estimated $40 million 2024 profit improvement; by Q3 2025 Klarna reported the equivalent of 853 agents and $58 million in annual savings.
- CEO Sebastian Siemiatkowski told CNBC in May 2025 that headcount had shrunk from about 5,000 to almost 3,000, partly from AI and partly from a hiring freeze and natural attrition; in a Bloomberg interview the week before, reported by CNBC, he said Klarna would recruit human customer-service agents again 'in an Uber type of setup' and acknowledged the full tilt toward AI support had resulted in lower-quality work.
- Klarna's September 2025 IPO prospectus (SEC Form 424B4) disclosed that 96% of employees used generative AI in their daily work as of August 31, 2024, that 80% of engineers and data scientists had connected an AI coding copilot as of June 2025, and full-time headcount of 5,527 (2022), 4,352 (2023), 3,422 (2024) and 3,098 (June 30, 2025).
- The prospectus also discloses that Klarna uses machine learning for real-time fraud detection, AML and sanctions screening, product personalization, marketing content generation, and its real-time credit-underwriting process, drawing on roughly 3.0 million transactions a day from 111 million active consumers.
- In May 2025 Klarna used an AI-generated video avatar of Siemiatkowski to deliver its Q1 2025 earnings highlights, and said revenue per employee was approaching $1 million, up from about $575,000 a year earlier.
- Klarna listed on the NYSE under 'KLAR' on September 10, 2025, pricing its IPO at $40 a share (above its expected range), raising about $1.37 billion, and closing its first day up 15% at $45.82, valuing the company at roughly $17.3 billion.
- In 2026 Klarna extended AI into agentic commerce: a Shopping Search app inside ChatGPT (announced May 20, 2026) built on a Klarna Product Search MCP server covering over 100 million products, plus flexible-payments integration with Google Search and the Gemini app in Google Pay; the company also applied in July 2026 for a Utah industrial-bank charter (Klarna Bank USA, FDIC-insured).
What is Klarna AI Assistant?
A customer-service assistant built on OpenAI's technology, launched globally in February 2024. In its first month it handled 2.3 million conversations, two-thirds of Klarna's customer-service chats, and Klarna said it did the equivalent work of 700 full-time agents, matched human agents on customer satisfaction, cut resolution time from about 11 minutes to under 2, and was projected to add $40 million to 2024 profit. By Q3 2025 Klarna's own investor presentation put the equivalent workforce at 853 full-time agents and $58 million in annual cost savings.[1][7][5]
What has Klarna done on AI, and when?
- Aug 18, 2026
Q2 2026 results point to AI shopping surfaces[6]
GMV reached $36.6 billion (up 18% year over year), total revenue $1,042 million (up 27%), transaction margin dollars $446 million (up 42%), with net income of $9 million; the earnings release cites the AI-powered Shopping Search app live in ChatGPT and flexible payments coming to Google Search and the Gemini app.
- Jul 6, 2026
Klarna applies for a US industrial-bank charter[9]
Klarna filed with the Utah Department of Financial Institutions and the FDIC to form Klarna Bank USA, an FDIC-insured Utah industrial bank, to fund loans with deposits and bring more payments, lending and merchant operations in-house.
- May 20, 2026
Klarna Shopping Search launches inside ChatGPT[3]
A dedicated app in ChatGPT, built on Klarna's Product Search MCP server, lets users get curated, priced product results from more than 100 million products and 400 million merchant listings across 13 markets, directly inside a ChatGPT conversation.
- Nov 18, 2025
Q3 2025 results: AI assistant now equivalent to 853 agents[5]
Klarna's investor presentation reports the AI assistant doing the equivalent work of 853 full-time agents, delivering $58 million of annual cost savings, with customer satisfaction on par with human agents.
- Sep 10, 2025
- May 20, 2025
- May 14, 2025
CEO confirms 40% workforce shrinkage on CNBC[7]
Siemiatkowski told CNBC headcount fell from about 5,000 to almost 3,000, driven by AI investment, a hiring freeze and natural attrition, and that headcount is expected to keep falling.
- May 8, 2025
CEO says Klarna will recruit human agents again[7]
In a Bloomberg interview reported by CNBC, Siemiatkowski said Klarna would soon recruit more human customer-service agents to work 'in an Uber type of setup', acknowledging that a full tilt toward AI-based support had resulted in lower-quality work.
- Mar 4, 2025
CEO: about 1,200 SaaS suppliers dropped for an in-house stack[12]
In a post reported by PYMNTS, Siemiatkowski said Klarna had stopped using about 1,200 software-as-a-service suppliers in favour of its own internal tech stack, consolidated to connect knowledge and data for AI rather than to save licence fees, and said he doubted all companies would do the same.
- Feb 27, 2024
Klarna AI Assistant goes global[1]
The OpenAI-built assistant reports 2.3 million conversations and two-thirds of service chats handled in its first month, equivalent to 700 full-time agents, satisfaction on par with humans, resolution time cut from about 11 to under 2 minutes, and an estimated $40 million 2024 profit improvement; live in 23 markets, 24/7, in more than 35 languages.
- Mar 23, 2023
Klarna builds a ChatGPT plugin with OpenAI[2]
One of the first brands to use OpenAI's plugin protocol, giving ChatGPT users curated shopping recommendations through Klarna; Siemiatkowski said the plugin passed his 'mom test' for being easy to use.
Where does Klarna use AI today?
| System | What it does | Status | Use case |
|---|---|---|---|
| Klarna AI Assistant[1][5] | OpenAI-built conversational assistant handling customer-service chats across markets and languages; reported doing the work of 700 (2024) then 853 (Q3 2025) full-time agents. | In production | Customer-facing chatbots |
| Klarna Shopping Search in ChatGPT[3] | AI-powered shopping search app inside ChatGPT built on Klarna's Product Search MCP server, surfacing priced product results from Klarna's merchant network. | In production | Generative & agentic AI |
| Real-time underwriting[4] | Klarna discloses using machine-learning techniques to enable its real-time credit-underwriting process, drawing on proprietary transaction data from its consumer and merchant network. | In production | Credit scoring & underwriting |
| Real-time fraud detection[4] | Established ML techniques used for real-time fraud detection and prevention across the payments network, per the IPO prospectus. | In production | Fraud detection |
| AML and sanctions screening[4][13] | ML used for anti-money-laundering and sanctions screening; Finansinspektionen fined Klarna Bank AB SEK 500 million in December 2024 for AML rule violations found in a 2021-22 examination, including gaps in risk assessment and customer-due-diligence procedures. | In production | AML / KYC |
| AI coding copilot[4] | As of June 2025, 80% of Klarna's engineers and data scientists had connected their work software to an AI copilot that can create and review code, per internal data cited in the IPO prospectus. | In production | AI-generated code & coding agents |
| SaaS consolidation[12] | Klarna stopped using about 1,200 SaaS suppliers in favour of an internal tech stack that unifies its knowledge and data for AI use, per the CEO (March 2025). | In production | Third-party & vendor AI |
Use-case links open the tracker's rules-by-use-case matrix: which documents govern each system type.
What has Klarna disclosed in numbers?
| Metric | Value | As of |
|---|---|---|
| AI assistant, full-time-agent equivalent | 700 (month one, Feb-Mar 2024) rising to 853 (Q3 2025)[1][5] | Nov 18, 2025 |
| Full-time employees | 5,527 (2022) -> 4,352 (2023) -> 3,422 (2024) -> 3,098 (June 30, 2025)[4] | Jun 30, 2025 |
| Employees using generative AI daily | 96%[4] | Aug 31, 2024 |
| Revenue per employee | approaching $1 million, up from about $575,000 a year earlier[11] | May 19, 2025 |
| IPO pricing and first-day close | priced at $40.00/share; closed day one at $45.82, valuing Klarna at about $17.3 billion[8][4] | Sep 10, 2025 |
| Active consumers / GMV | 111 million active consumers, ~790,000 merchants, $112 billion GMV (LTM)[4] | Jun 30, 2025 |
| Q2 2026 results | GMV $36.6bn (+18% YoY); revenue $1,042m (+27% YoY); net income $9m[6] | Jun 30, 2026 |
| AML sanction | SEK 500 million administrative fine from Finansinspektionen[13] | Dec 11, 2024 |
“The truth is, the company has shrunk from about 5,000 to now almost 3,000 employees.”[7]
Sebastian Siemiatkowski · Co-Founder and CEO · May 14, 2025
“We have simply communicated to our employees that what we're going to do is we're gonna shrink, so we're going to stop hiring.”[7]
Sebastian Siemiatkowski · Co-Founder and CEO · May 14, 2025
“The side consequence of this was the liquidation of SaaS — not all of them, but a lot of them. And not for the license fees, even though those savings have been nice, but for the unification and standardization of our knowledge and data.”[12]
Sebastian Siemiatkowski · Co-Founder and CEO · Mar 4, 2025
Who runs AI at Klarna?
Which regulators govern Klarna's AI?
| Authority | Why it matters here | Documents |
|---|---|---|
| Finansinspektionen (Swedish FSA) | Supervises Klarna Bank AB's Swedish banking licence; fined Klarna SEK 500 million in December 2024 for AML rule violations, directly touching the AML/KYC systems Klarna says use machine learning. | |
| EU AI Act | Klarna says machine learning drives its real-time credit underwriting; creditworthiness assessment of consumers is a high-risk use under the EU AI Act, and automated credit decisions fall under GDPR Article 22 and the new Consumer Credit Directive. | Regulation (EU) 2024/1689 GDPR Article 22 Consumer Credit Directive (EU) 2023/2225 |
| FDIC | Klarna applied in July 2026 to charter Klarna Bank USA as an FDIC-insured Utah industrial bank, which would bring US deposit-funded lending and payments in-house. | |
| UK (BoE / PRA / FCA) | Klarna's UK subsidiary (KFSUK) operates as an e-money institution and consumer credit firm under FCA supervision, subject to the FCA's evolving AI expectations for regulated firms. | FCA AI Update (Apr 2024) FCA FS25/5 |
| CFPB | As a BNPL and card lender serving US consumers, Klarna's adverse-action and chatbot-disclosure practices fall within CFPB guidance on AI in consumer finance and Regulation B adverse-action requirements. | ECOA / Regulation B adverse action (15 U.S.C. 1691(d); 12 CFR 1002.9) CFPB Chatbots in Consumer Finance (issue spotlight, 2023) |
Linked authorities have a page in the AI Regulation Tracker; the others are named for completeness and not yet tracked.
What does the public record suggest about Klarna's AI strategy?
Analysis by BankingNewsAI from the sources cited on this page. Observations, not advice.
01
The 700-agent figure is an equivalence, not a layoff count
Klarna describes the assistant as doing work equivalent to 700, later 853, full-time agents. Over the same period headcount fell mainly through a hiring freeze and attrition, by the CEO's account, so the figure measures work absorbed rather than people dismissed.
02
The 2025 correction added people back without retiring the assistant
Six months after the CEO said quality had suffered and humans would be recruited again, Klarna's Q3 2025 presentation reported a higher agent-equivalent (853) and $58 million of savings. The record shows a hybrid, not a reversal.
03
Underwriting and AML models sit closest to hard regulatory exposure
The SEK 500 million Finansinspektionen sanction was for anti-money-laundering failings, not AI as such, but Klarna's prospectus says it uses machine learning in exactly those AML, sanctions and underwriting functions, and credit scoring is a high-risk use under the EU AI Act.
04
Agentic commerce is now an external product, not just an internal efficiency tool
The 2026 ChatGPT Shopping Search app and Google Gemini/Search integrations turn Klarna's AI investment into a distribution channel for merchants, turning the 2023 plugin experiment into a live MCP-based product.
05
The US bank-charter application changes Klarna's AI risk surface
An FDIC-insured Utah industrial bank would bring US deposit-funded lending and its underwriting AI directly under US banking supervision, a different regime than its BNPL-focused prior US footprint.
Did Klarna replace 700 customer service agents with AI?
Klarna's February 2024 announcement said its OpenAI-built AI assistant did work equivalent to 700 full-time agents in its first month, handling 2.3 million conversations, two-thirds of its customer-service chats; by Q3 2025 Klarna put the figure at 853 agents and $58 million of annual savings. The claim is an equivalence, not a count of people dismissed: Siemiatkowski told CNBC in May 2025 that headcount fell from about 5,000 to almost 3,000 through AI, a hiring freeze and natural attrition of 15–20% a year.
Why did Klarna hire humans back into customer service?
In a Bloomberg interview in May 2025, reported by CNBC, CEO Sebastian Siemiatkowski said Klarna would soon recruit more human customer-service agents to work 'in an Uber type of setup', and acknowledged that a full tilt toward AI-based support had resulted in lower-quality work. Klarna kept the AI assistant: its Q3 2025 investor presentation still reported it doing the work of 853 full-time agents.
Does Klarna use OpenAI or ChatGPT?
Yes. Klarna built a ChatGPT plugin with OpenAI in March 2023, then launched its customer-service AI assistant on OpenAI's technology in February 2024, and in May 2026 launched a Shopping Search app inside ChatGPT built on its own Product Search MCP server.
How many employees does Klarna have now?
Klarna's IPO prospectus disclosed full-time headcount of 5,527 (2022), 4,352 (2023), 3,422 (end of 2024) and 3,098 (June 30, 2025); CEO Siemiatkowski described this in May 2025 as a shrink of about 40%, from roughly 5,000 to almost 3,000, attributed partly to AI investment and partly to a hiring freeze and natural attrition.
What is Klarna's revenue per employee?
Klarna said in May 2025 that revenue per employee was approaching $1 million, up from about $575,000 a year earlier, crediting AI-driven efficiency and headcount reduction.
When did Klarna go public and at what price?
Klarna Group plc listed on the NYSE under the ticker KLAR on September 10, 2025, pricing its IPO at $40.00 per ordinary share, above its expected range, raising about $1.37 billion; shares closed the first day at $45.82, up 15%, valuing the company at roughly $17.3 billion.
Does Klarna use AI for credit decisions and fraud detection?
Yes. Klarna's IPO prospectus discloses using machine-learning techniques for real-time fraud detection and prevention, AML and sanctions screening, product personalization, and its real-time credit-underwriting process, drawing on proprietary data from about 3.0 million transactions a day.
- Klarna AI assistant handles two-thirds of customer service chats in its first month
- Klarna brings smoooth shopping to ChatGPT
- Klarna launches ChatGPT shopping app with live prices
- Klarna Group plc Prospectus (Form 424B4)
- Klarna Q3 2025 Investor Presentation (Exhibit 99.2 to Form 6-K)
- Klarna Q2'26 Earnings Release (Exhibit 99.2 to Form 6-K)
- Klarna CEO says AI helped company shrink workforce by 40%
- Klarna stock jumps 15% in NYSE debut after pricing IPO above range
- Klarna seeks U.S. bank charter in latest push beyond buy now, pay later
- Klarna used an AI avatar of its CEO to deliver earnings, it said
- Klarna's revenue per employee soars to nearly $1M thanks to AI efficiency push
- Klarna CEO: SaaS Companies to Consolidate Amid AI Adoption
- Klarna får en anmärkning och sanktionsavgift
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