We’re an applied AI Lab solving security’s AI-era problems.
Attackers are using AI to find new vulnerabilities and exploit them at speed and scale.
Security teams need AI-native defense to keep up.
depthfirst is that defense.
Our team from DeepMind, Google, Databricks, and Faire built General Security Intelligence that understands code and business logic context to solve security's hardest problems.
Our founders have spent their careers building and securing large-scale software systems. Across startups, hyperscalers, and leading research labs, they have seen firsthand how vulnerabilities emerge, how they spread, and why existing security approaches fall short. That shared experience shapes a clear mission to secure the world’s most important software.
Daniele co-founded wholesale marketplace Faire, was a founding team member at Cash App leading security and fraud prevention, and previously was a postdoctoral security researcher at UC Berkeley.
Qasim built developer and security focused products in the early days of AWS and then joined Databricks as an early leader, where he built the infrastructure and enterprise platform from the ground up which included securing the company's systems.
Andrea was a Research Engineering Lead at Google DeepMind, where he worked on reinforcement learning for Gemini, AlphaDev and other impactful projects, publishing his work in leading publications such as Nature.
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