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The archive · Money & Fintech · Financial decision · 2016-2023

Kredivo bet alternative data beats credit cards — ~$400M in equity proves it

FinAccel's Kredivo wagers underbanked Indonesians will take app-based credit scored on alternative data — 3M+ users by 2021, $270M Series D in 2023.

Kredivo (FinAccel)

The betUnderbanked Indonesians will take instant app-based credit scored on alternative data — grow that into a digital credit bureau, then a bank, funded with debt.Scaling

What the business is

Buy-now-pay-later and installment lender for Indonesia's card-less shoppers; underwrites via telco, e-commerce and bank data, and reports repayment histories to build users' credit records.

Starting capitalAbout US$400M in equity and nearly US$1B in committed debt facilities by March 2023 (TechCrunch); early rounds: over US$1M seed (2016), US$5M Series A, US$30M Series B (2018).

How it started

FinAccel launched the Kredivo service in mid-2016 in Jakarta, founded by Akshay Garg (who previously built ad-tech firm Komli), Umang Rustagi and Alie Tan. The wedge was Indonesia's tiny credit-card base — about 15 million cards but only 7-8 million unique holders for a population of 270 million — and banks' refusal to issue unsecured credit to young customers.

What happened

By July 2018: $30M Series B led by Square Peg Capital, about two million consumers credit-scored, 'hundreds of millions' of dollars processed annually. June 2021: Victory Park Capital doubled its warehouse facility to $200M — VPC's biggest fintech commitment outside the US and Europe — with more than three million customers and a stated goal of ten million. The 2022 NASDAQ SPAC (about $2.5B) was scrapped citing adverse market conditions. March 2023: an oversubscribed $270M Series D led by Mizuho Bank ($125M); total equity about $400M, committed debt almost $1B; Krom Bank Indonesia launched to add deposits and transaction banking.

No ending yet — it is still running.

Background

Kredivo is the consumer brand of FinAccel, a Jakarta-born, Singapore-based fintech that set out in 2016 to be the 'digital credit card' for Southeast Asia's millennials. Indonesia's banks rationed unsecured credit — only about eight million credit-card holders in a country of 270 million — so FinAccel underwrote borrowers with telco records, e-commerce behavior and bank-statement data, and reported repayments to the credit bureaus to build users' scores. The product: a 30-day interest-free buy-now-pay-later option at checkout plus 3/6/12-month installment loans.

Growth followed in 2018-2023 under CEO Akshay Garg. July 2018: $30M Series B (Square Peg Capital leading), about two million consumers credit-scored and 200+ retail platforms on board. June 2021: Victory Park Capital doubled its warehouse facility to $200M — VPC's largest commitment to a fintech outside the US and Europe — with more than three million customers. A planned $2.5B NASDAQ SPAC was scrapped in 2022 citing market conditions; in March 2023, Mizuho Bank led an oversubscribed $270M Series D, taking total equity to about $400M with nearly $1B of committed debt.

The same round brought Krom Bank Indonesia, adding deposits and transaction banking to the credit stack. Garg framed the business as building 'Indonesia's first real digital credit bureau from the ground up', claiming bank-like risk metrics — a single-digit non-performing loan ratio even through COVID-19. By March 2023, approved users were roughly equal to the country's unique credit-card holders, and Kredivo drove 3-4% of its top merchant partners' GMV, versus 15-20% from credit cards.

What has to be true

  • The alternative-data thesis held: millions of consumers banks ignored were underwritten profitably, with a single-digit NPL through COVID — non-bureau signals priced risk banks' models missed.
  • Debt-first capital scaled the loan book without selling equity: $200M from VPC in 2021, almost $1B committed by 2023 — which also made the scrapped 2022 SPAC a non-event rather than a lifeline.
  • Staying private after the SPAC died paid off: Mizuho's $270M Series D landed in a cold market, and the Krom bank license layers deposits onto credit — a stack to take public later.

What can be applied

In under-banked markets the wedge is credit access, not convenience: alternative-data underwriting plus bureau reporting built a loan book banks couldn't replicate, funded with debt, not equity.

Aftermath

As of September 2026, Kredivo Group still operates in Indonesia and Vietnam, keeping the private route — no SPAC revival, an IPO 'for later' per CEO Akshay Garg — and Krom Bank Indonesia adds deposits and transaction banking to the credit stack. DBS Indonesia raised its channeling financing for Kredivo to Rp 3 trillion in January 2026. The category it bet on — alternative-data credit for underbanked Southeast Asians — is now a crowded mainstream market, with Akulaku, Atome, Kredit Pintar and Sea Money competing for the same borrowers.

Sources

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