depthfirst

The company's core product is the General Security Intelligence (GSI) platform, an AI-native security system that analyzes a company's code, infrastructure, and business logic to identify and remediate vulnerabilities. By building a comprehensive contextual understanding of a system, the platform is designed to find complex vulnerabilities, such as business logic flaws and backdoors, that traditional static analysis tools might miss. Patcherai claims its agents uncover eight times more true-positive vulnerabilities while reducing false positives by 85% compared to conventional tools. The platform provides developers with actionable, ready-to-merge fixes directly within their workflows, aiming to enhance the efficiency of security and engineering teams.

Patcherai operates on a Software as a Service (SaaS) business model, offering its platform through subscriptions. In January 2026, the company announced it had raised $40 million in a Series A funding round led by Accel, with participation from investors including Alt Capital, BoxGroup, Liquid 2 Ventures, Mantis VC, and SV Angel. This capital is intended to accelerate research and development, expand its go-to-market strategies, and grow its team in areas like applied research, engineering, and sales. Early customers include companies such as AngelList, Supabase, Moveworks, and Lovable.