Company profile
depthfirst
Applied AI lab for General Security Intelligence: understands code, infrastructure and business logic to find complex vulnerabilities and deliver ready-to-merge fixes.
- Status
- PrivateListed on CyberMerge Startup Radar (private vendors), snapshot Nov 5, 2026
- Valuation
- Undisclosed
- Latest funding
- Undisclosed
- HQ
- San Francisco / US (Startup Radar)
- Last updated
Categories
Funding & valuation
Funding: Undisclosed — no round recorded in the CyberMerge Funding Tracker.
Latest signals
- Startup Radar · Application Security · snapshot Nov 5, 2026 Mar 2026: $80M Series B led by Meritech at a $580M valuation (Forbes), <90 days after $40M Series A led by Accel (Jan 2026); total $120M. Founders include Qasim Mithani and DeepMind alumni. Source
Competitors
Same-category peers from CyberMerge Research maps, Startup Radar and What's The Use tags.
- ArmadinPrivateAI-native offensive security: autonomous agent swarms chain low-severity weaknesses into validated kill…
- OX SecurityPrivateAI-native AppSec from prompt to runtime: ASPM/PBOM, VibeSec for AI-generated code, plus OX Cloud CNAPP with…
- SnykPrivateDeveloper-first AppSec platform: code (SAST), open-source dependency (SCA), container and IaC scanning, now…
- ArmorCodePrivateUnified exposure / ASPM orchestration across AppSec, cloud, and AI findings.
- QuestorAIPrivateAutonomous vulnerability remediation for AppSec teams: deterministic code analysis plus targeted LLM calls…
- Backslash SecurityPrivateSecures the AI-native SDLC: IDEs, coding agents, MCP, prompt rules.
- CodeWallPrivateAutonomous AI offensive security: multiple specialized agents start with no credentials or inside knowledge,…
- XBOWPrivateAutonomous offensive security for applications: AI agents find and exploit vulnerabilities and validate each…
- FAZE SecurityPrivateOffensive Security Orchestration with Agentic Red Team: continuous agentic testing of web apps, APIs, and…
- Abundant SecurityPrivateVulnerability Remediation Platform that turns scanner findings into verified fixes delivered through…
- CrackenPrivateAI adversarial exposure validation: attacker-grade agentic AI under human command finds and validates real…
- Fleuret AIPrivateAgentic continuous pentesting: two AI agents (Emile and Champollion) map exposed apps, APIs and…
Figures appear only as recorded in CyberMerge data, with source and date. “Undisclosed” means no published figure in our data. Editorial, not investment advice. Last updated . Spot an error? Tell the desk.