Companies that use Serval

Source: Analysis of Linkedin bios of 108 companies that use Serval

I noticed that Serval's customers span an incredibly wide range, but they share a common thread: they're building complex, technology-driven products that require sophisticated infrastructure. These aren't simple businesses. I see AI companies training frontier models (Anthropic, General Intuition), financial services platforms handling billions in transactions (Revolut, Brex), healthcare technology companies managing sensitive patient data (Guardant Health, Phreesia), and enterprise software providers serving Fortune 500 clients (Snowflake, GitLab, Datadog). Many are creating entirely new categories or reimagining established industries through technology.

The funding signals tell a clear story. I see heavy representation of Series B through Series E companies, with many having raised $100M+ rounds. There's also a significant cluster of public companies and late-stage private unicorns. Notably, even the venture capital firms themselves use Serval (Andreessen Horowitz, Kleiner Perkins, Accel). This suggests Serval appeals to companies that have achieved product-market fit and are scaling rapidly, but still need to move fast and maintain technical excellence. They're past the scrappy startup phase but haven't ossified into corporate bureaucracy.