9 humans, 9 AI agents, and $2M ARR: Inside Creem’s automated "Merchant OS"
TALLINN — Gabriel Ferraz grew up in Brazil, scaling a crypto payment gateway past $200 million in gross merchandise value (GMV). But when launching his next venture, he traded São Paulo for Tallinn, choosing to become a physical resident of Estonia rather than running a digital business from a distance.
"There's something about the cold, the dark, the quiet that just flips a switch," Ferraz says of the Northern environment's intense, uninterrupted focus.
That focus birthed Creem in late 2024 — a financial "Merchant OS" that has scaled to $2 million in annual recurring revenue (ARR) in 18 months. The startup handles $3 million in monthly transaction volume with just nine human employees and nine custom, autonomous AI agents.
Operating with a Nine-Agent Algorithmic Core
At Creem, AI agents are core infrastructure rather than basic chatbots. Each agent owns a specific domain, including go-to-market (GTM), financial analytics, security, and customer support.
Every night, they hold automated meetings in a shared Slack channel to sync daily insights, reference data, and run internal retrospectives.
This extreme operational efficiency allowed Creem to cross its first $1 million in ARR with a human team of just two people. The model caught the attention of Baltic VC firm Practica Capital, which led Creem’s €1.8 million pre-seed round alongside Antler and high-profile tech angels.
A comprehensive OS for Web merchants
Instead of acting as a traditional payment gateway, Creem operates as a unified financial operating system for borderless digital businesses and internet bootstrappers. The single integration layer automates:
- Global Checkout: Processing localised checkout in fiat and stablecoins across 190+ countries.
- Instant Tax Compliance: Automatically handling multi-jurisdictional sales tax and VAT liability from day one.
- Automated Multi-Party Splits: Routing pre-tax revenue directly to co-founders, freelancers, and marketing affiliates before any funds are withdrawn.
Creem is also preparing for a world where software agents buy from software agents. The platform optimised its documentation stack for programmatic buyers, deploying a structured SKILL.md file that external AI agents can read and use to execute payment rails in a single pass.
Zero legacy ad spend
Creem bypassed standard paid ad funnels entirely, redirecting its marketing budget into an open-source community bounty program called "Scoops." The initiative pays independent developers directly to build integrations and tutorials, generating 30 native guides for frameworks like Next.js, React Native, and Laravel in its first month.
The grassroots traction landed Creem on verified indie-hacker leaderboards like TrustMRR.
"An $8,000 investment in Google Ads gives you clicks that disappear when you stop paying," Ferraz says. "That same budget channelled into your developer community buys you permanent content, actual infrastructure integrations, and user evangelists."
