R2
Winter 2021AcquiredEmbedded lending infrastructure
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Embedded lending infrastructure
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R2 built the lending department that Latin American marketplaces, payment processors, and delivery apps did not want to build themselves. Its APIs let a platform offer working capital under its own brand while R2 handled underwriting, funding, compliance, servicing, and collections.
The company did not fail. Ant International made a strategic investment in October 2025, earlier investors called it a meaningful exit, and the founders continued running R2 across five countries.[1][2] R2 succeeded because it treated fragmented regulation, scarce credit data, enterprise integrations, and loan capital as one product. That integration created the strategic value Ant wanted and explains why a standalone lender would have been a weaker business.
Roger Larach grew up in Honduras in a family of entrepreneurs, worked in Latin American investment banking, and helped Ualá launch in Mexico. Roger Teran, from El Salvador, began by helping Central American small businesses find growth capital, then moved through consulting, data science, and analytics.[3] Their backgrounds joined capital markets to operating data.
The first plan was to launch in Central America. Platforms showed interest but would not trust an unproven lender with a live pilot. Larach later said, “Primero mostraron interés, pero después, al no tener el track record, las oportunidades no se concretaron.” They turned to Mexico, where Sr. Pago accepted a pilot, and to Ecuador, where Rappi provided a smaller entry point that later expanded into a regional relationship.[4]
COVID-19 made the problem sharper. Banks reduced credit to small businesses just as commerce moved online. The founders wrote that cash transactions fell 35%, forcing merchants to buy and sell digitally and creating transaction histories on the platforms they used.[5] R2 could underwrite from sales behavior when a traditional lender lacked usable statements or collateral.
The founders described the link personally: “Como fundadores Centroamericanos, entendemos de primera mano el impacto positivo que tienen las pequeñas empresas.” Their families had sought business capital in both good and difficult periods.[5] R2 joined YC's Winter 2021 batch and built as a regional company from the start, with distributed technical and credit teams rather than a Mexico-only lender.[3]
R2 sold infrastructure to companies that already had daily relationships with small merchants. A point-of-sale system, marketplace, delivery app, or payment processor integrated R2's APIs and displayed financing inside its own interface. Merchants saw an offer based on their platform activity, accepted without a conventional bank application, received working capital, and repaid in proportion to sales.
R2 handled the hidden stack. It acquired transaction data, produced risk scores and offers, authenticated borrowers, met local compliance requirements, supplied or arranged capital, serviced the financing, reconciled payments, and collected overdue balances. The platform partner kept the customer experience and added financing revenue without taking credit risk.[10]
The product crossed national boundaries but could not ignore them. Each country required local entities, lending or correspondent relationships, disclosures, policies, and capital structures. R2's technology normalized the partner experience while its operating team managed the exceptions. That combination was harder to copy than an API alone.
Data was the underwriting wedge. Partner platforms observed sales frequency, ticket size, seasonality, refunds, and merchant tenure. R2 used those signals to assess firms banks often missed. Sales-based repayment then reduced fixed-payment pressure by collecting more when the merchant sold more.[8]
Named partners documented the distribution model: Clip, Rappi, PayU, inDrive, Haulmer, and Uber Eats. In 2025 the Uber Eats product reached Chile after Mexico and placed offers directly in Uber Eats Manager.[8] R2 therefore acquired borrowers through high-frequency software rather than building an expensive consumer lending brand.
R2's paying customers were digital platforms with large populations of underfinanced merchants or gig workers. The end borrowers were micro, small, and midsize businesses with transaction history but limited bank credit. Enterprise platforms offered the best distribution, though they also imposed demanding integration, security, and reliability standards.
The founders initially cited more than 40 million Latin American SMEs and a $1.2 trillion regional financing gap.[5] Later investor material used a $1.8 trillion gap affecting more than 30 million SMEs.[2] The difference shows why these figures should frame unmet demand, not be treated as directly addressable revenue.
R2 competed with banks, digital lenders, and platforms building financing internally. Banks had cheaper deposits and regulatory experience but often lacked granular merchant data and fast product cycles. Direct fintech lenders controlled the borrower relationship but paid to acquire it. A large marketplace could build lending itself, as Mercado Libre did, but most vertical platforms could not justify a full risk, compliance, servicing, and capital team.
R2 occupied the middle. It pooled lending expertise across platforms while each partner contributed distribution and data. Stripe Capital and Shopify Capital demonstrated the pattern elsewhere; R2 adapted it to countries with lower SME bank penetration and more fragmented regulation.
The model had two scarce inputs: reliable data access and loan funding. Platform concentration could give a partner bargaining power or threaten a portfolio if the relationship ended. Debt facilities constrained growth even when demand was strong. R2 responded by adding partners, countries, equity, and facilities, then pairing with Ant's global risk tools and capital relationships.
R2 earned from financing originated through partner platforms. Public sources do not disclose the split among origination fees, financing charges, partner revenue share, servicing income, and credit losses. The company supplied the lending operation while platforms gained a new revenue stream and stronger merchant retention.
Equity funded the company and technology; debt funded receivables. R2 raised $5.9 million seed and $15 million Series A, then added $9 million equity and up to $50 million of debt in 2024.[5][7] That separation matters: loan-book growth can consume capital even when software revenue grows.
No audited revenue, net interest margin, default rate, or contribution margin is public. Hi Ventures reported more than 2.5-fold year-over-year revenue growth and a path to profitability in 2026, but those remain investor statements.[2]
R2 reported a 42% monthly portfolio growth rate and more than 50-fold growth during 2021 before announcing its seed round.[5] By the 2022 Series A, it had financed more than 3,000 small businesses and increased monthly revenue more than twentyfold over the preceding year.[11]
At the Ant transaction, R2 said it had benefited more than 100,000 SMEs across five countries.[1] Its later 2025 review reported more than 67,000 merchants financed that year, 16,000 monthly placements, 4.5 billion transactions analyzed each month, and repeat borrowing above 60%.[12] These are company figures, but the named platform launches and repeat investment support the direction of growth.
YC labels R2 acquired, and investors describe the Ant deal as an exit. The official announcement is narrower: Ant made a strategic investment with primary capital, and R2's managers kept day-to-day control.[1] Public reporting does not disclose ownership percentage or transaction value. The correct conclusion is that some shareholders achieved liquidity while R2 continued operating.
The distinction explains the deal. R2 had partners, local licenses and relationships, underwriting data, a growing portfolio, and enterprise integrations. Ant had global credit technology, funding scale, and an existing embedded-finance model in Asia. Larach said the partnership was “a defining step in R2’s journey” that would combine risk management, AI underwriting, and capital.[1]
R2's hard problem was not a credit-scoring endpoint. It had to make equity, debt, risk, compliance, enterprise technology, growth, and collections work at once. Larach later described the coordination directly: “Se trata de un producto bastante complejo, en el que muchas cosas tienen que funcionar al mismo tiempo.”[4]
Every new country and partner increased distribution while adding policy and operating variants. That creates a regulatory compounding mechanism: software can reuse a common core, but credit decisions, entities, funding, disclosures, and collections retain local edges. R2 addressed it with a regional team, multiple debt facilities, and large platform partners. Ant reduced the remaining burden through cheaper capital and established risk infrastructure.
R2 might have remained independent. It was growing, reported low cash burn, and expected profitability.[2] Independence could have preserved more founder and investor upside.
But embedded lending is constrained by balance-sheet access and partner trust, not only product demand. A global strategic backer can lower funding cost and reassure enterprise partners while the founders keep operating control. The Ant transaction exchanged some ownership for faster portfolio capacity without shutting the company or replacing its management. On disclosed evidence, that was a scale decision, not a rescue.