Depthfirst General Security Intelligence (GSI) is an AI-native application security and vulnerability management platform that discovers vulnerabilities across code, dependencies, containers, and runtime behavior, reduces false positives using repository and runtime context and exploitability reasoning, and provides remediation guidance including code suggestions and automated pull-request proposals.
Published Oct 2, 2026
Press coverage positions depthfirst as an early-stage, venture-funded entrant focused on context-aware AppSec. Public sources do not provide sufficient independent data to quantify market share.
| Starting Price | Not public (demo + likely annual contract) | Public pricing exists for some tiers; enterprise varies | Typically add-on to GitHub Enterprise; pricing depends on plan |
| Best For | Teams seeking contextual findings across code and infra plus automated remediation workflows | Developer-focused SCA/SAST/container scanning at scale | Organizations standardized on GitHub wanting native integration |
| Key Strength | Contextual analysis across code and infrastructure and remediation suggestions (vendor positioning) | Mature SCA ecosystem and developer workflows | Native code scanning, secret scanning, and dependency insights in GitHub |
| Key Weakness | Limited third-party review visibility; vendor-stated claims are not independently validated in public sources; compliance attestations not clearly published | Can generate noise; some advanced capabilities are paid or complex | Less flexible outside GitHub; coverage depends on language/tool support |