UiPath

Klarna

UiPath

UiPath sells software licenses and cloud subscriptions for its automation platform. Pricing is based on the number of software robots (called "attended" and "unattended" robots) deployed plus platform fees for orchestration and management tools.

The land-and-expand model works well. A company might start with 5 robots automating invoice processing, then expand to 50 robots handling HR onboarding, then 500 robots across the entire organization.

Revenue per customer grows as automation spreads through departments.

Annual recurring revenue exceeded $1.5 billion in fiscal year 2025. The shift from on-premise licenses to cloud subscriptions has been a major focus, with cloud ARR growing faster than overall revenue.

Professional services and training (UiPath Academy) generate additional revenue.

Klarna

Klarna makes money from merchant fees and consumer interest. Merchants pay Klarna 3-6% of each transaction — they're willing to pay because Klarna increases conversion rates by 30%+ and average order values by 45%.

On "Pay in 4" (interest-free installments), Klarna makes money purely from merchant fees. On longer financing (6-36 months), Klarna charges consumers interest up to 25% APR.

Klarna also earns revenue from its shopping app (affiliate commissions when users discover and buy from merchants), and from its Klarna Card.

UiPath

Daniel Dines grew up in communist Romania and taught himself to code as a teenager. After working at Microsoft in Seattle for several years, he returned to Bucharest in 2005 and started a small software company called DeskOver with Marius Tîrcă.

Their initial product was an SDK — a software library that let developers build automation scripts for Windows applications.

For nearly a decade, DeskOver (later renamed UiPath) survived as a tiny bootstrapped company selling development tools. Dines ran the operation from a small apartment in Bucharest with a handful of employees.

Revenue was modest — enough to keep the lights on but not enough to grow. The company was unknown outside a niche developer community.

The pivot came around 2013-2015 when Dines noticed that large enterprises were spending billions on outsourcing repetitive digital tasks — copying data from one system to another, processing invoices, updating spreadsheets. He repositioned UiPath from a developer tool into an enterprise RPA platform: software "robots" that could mimic human actions on a computer screen.

Click this button. Copy that field.

Paste it here. Send that email.

The timing was perfect — every large company had thousands of employees doing exactly this kind of work.

Klarna

Sebastian Siemiatkowski, Niklas Adalberth, and Victor Jacobsson were students at the Stockholm School of Economics. In 2005, they entered a startup competition with an idea: let people buy things online and pay later.

At the time, online shopping was still new and most people were terrified of entering their credit card details on the internet. The idea was simple — Klarna would pay the merchant immediately, and the customer would get an invoice with 14-30 days to pay.

The competition judges hated it. The idea was dismissed as financially irresponsible and the team didn't win.

But Siemiatkowski pressed on. Swedish e-commerce was growing fast and merchants were desperate for any way to reduce cart abandonment.

Klarna's "pay after delivery" model was a hit because it shifted the risk — customers could receive the product, try it on, and only pay for what they kept.

The first customers were Swedish e-commerce merchants selling fashion and home goods. Klarna handled the invoicing, fraud detection, and collections.

Merchants saw conversion rates jump because customers were more willing to buy when they didn't have to pay immediately.

UiPath

UiPath grew through a community-first strategy. UiPath Academy offered free training and certification, creating hundreds of thousands of developers who knew the platform before their employers bought it.

When those developers advocated for UiPath internally, the sales team had warm leads.

The free Community Edition let individual developers and small teams use UiPath at no cost. This bottoms-up adoption mirrored the playbook of Slack and Atlassian — get individual users hooked, then sell enterprise licenses to the organization.

Partners and system integrators drove enterprise deals. Deloitte, Accenture, EY, and PwC all built RPA practices around UiPath, recommending it to their enterprise clients.

These consulting firms had existing relationships with every Fortune 500 CIO, and they directed automation budgets toward UiPath.

Klarna

Klarna grew by being embedded at checkout. The strategy was to sign up the biggest online retailers and become a payment option alongside Visa and PayPal.

Once Klarna was at checkout, consumers discovered it organically. The "Pay in 4" button became ubiquitous across fashion, electronics, and home goods retailers.

The Klarna app became a growth engine beyond checkout. By building a shopping app where users could browse products, discover deals, and track deliveries, Klarna turned from a payment method into a shopping destination.

The app has 35+ million monthly active users who start their shopping journey inside Klarna before even visiting a retailer.

International expansion was aggressive. Starting in Sweden, Klarna rolled out across Europe, then into the US, UK, and Australia.

The US became the biggest growth market — American consumers were especially receptive to Pay in 4 as an alternative to credit cards. By 2023, Klarna had 34 million US users.

UiPath

AI threatens to leapfrog RPA entirely. Traditional RPA automates repetitive, rule-based tasks by mimicking human clicks.

But generative AI and large language models can understand context, handle exceptions, and process unstructured data — potentially replacing the need for screen-scraping robots. If AI agents can directly interact with APIs and databases, the "robot that clicks buttons" approach may become obsolete.

Competition from Microsoft is the most dangerous threat. Microsoft Power Automate is bundled into Microsoft 365, which virtually every enterprise already pays for.

Offering "good enough" automation for free inside a suite companies already use is devastating for a standalone RPA vendor charging premium prices.

Growth has decelerated. After explosive growth during COVID (when every company rushed to automate), UiPath's revenue growth slowed significantly.

The stock dropped over 80% from its all-time high. CEO Daniel Dines stepped back as CEO in 2023 (Rob Enslin took over, then left, and Dines returned in 2024), creating leadership instability at a critical moment.

Klarna

The valuation collapse was humiliating. Klarna raised at a $46 billion valuation from SoftBank in 2021.

One year later, they raised a down round at $6.7 billion — an 85% haircut. It was the most dramatic valuation drop in fintech history.

Employee stock options were underwater. Siemiatkowski had to lay off 10% of the workforce.

The entire BNPL category went from hot to radioactive in months.

Credit losses are the existential risk. Klarna is lending money to consumers who want to buy things they can't afford to pay for right now.

When the economy slows, defaults rise. Klarna's credit losses hit $1 billion in 2022.

The company had to tighten underwriting significantly and pull back from riskier markets. The tension between growth (approve more loans) and profitability (reject risky borrowers) defines every quarter.

The IPO in 2025 was a comeback story but with caveats. Klarna went public at $15 billion — a major recovery from the $6.7 billion trough but still less than a third of its 2021 peak.

The company finally turned profitable by slashing costs with AI (replacing hundreds of customer service agents with AI chatbots) and tightening credit standards. But investors remain cautious about the BNPL model's long-term sustainability.

UiPath

UiPath Studio — the development environment where automation workflows are designed using a visual drag-and-drop interface. No coding required for basic automations.

UiPath Robots — the software agents that execute automated workflows, either alongside human workers (attended) or independently (unattended) on virtual machines. UiPath Orchestrator — the centralized management platform for deploying, monitoring, scheduling, and scaling thousands of robots across an organization.

UiPath Autopilot — an AI-powered assistant that uses generative AI to help users build automations through natural language descriptions. UiPath Document Understanding — AI models that extract data from unstructured documents like invoices, contracts, and forms.

Klarna

Pay in 4 is the signature product — split any purchase into four interest-free payments over six weeks. Pay in 30 lets customers receive the product first and pay within 30 days.

Financing offers longer-term payment plans with interest for larger purchases. The Klarna App is a shopping destination — browse deals, track orders, manage payments, and earn cashback.

The Klarna Card is a physical Visa card that lets users Pay in 4 anywhere. Klarna Creator is a platform for influencers to earn commissions sharing products.

Klarna AI is their customer service chatbot that handles two-thirds of support queries.

UiPath

Accel led the Series A in 2017 — the first major venture investment after a decade of bootstrapping. CapitalG (Alphabet's growth fund), Sequoia Capital, and IVP participated in later rounds.

Dragoneer, Tiger Global, Alkeon Capital, and Coatue Management invested in the 2019-2021 growth rounds. The April 2021 IPO raised $1.3 billion at a $36 billion valuation.

Klarna

Sequoia Capital, SoftBank, Silver Lake, GIC, Atomico, Commonwealth Bank of Australia, Heartland