Gecko is an AI‑driven security platform that builds a compiler‑accurate graph of a codebase to identify complex vulnerabilities such as business‑logic flaws, multi‑step attack chains, and cross‑service risks that traditional static analysis tools miss. It provides actionable remediation guidance, learns from developer feedback to improve true‑positive rates, and integrates with CI/CD pipelines, SSO/SCIM, and popular issue‑tracking tools for seamless enterprise use.
Funding
Funding not disclosed
Founders
Product
Problem
Software development teams struggle to detect complex security issues such as business‑logic flaws, multi‑step attack chains, and cross‑service vulnerabilities because traditional static analysis tools rely on simple pattern matching and cannot model the full execution flow of modern codebases.
Solution
Gecko provides an AI‑driven security platform that analyzes a project's source code, logic, and infrastructure to construct a compiler‑accurate graph of the application. By mapping the complete attack surface, the platform identifies multi‑step vulnerabilities, logic errors, and cross‑service risks that are typically missed by conventional scanners. Findings are presented with actionable remediation guidance, and the system learns from developer feedback to improve precision over time, reducing false positives and accelerating remediation. Integration points such as SSO, SCIM, API access, and CI/CD connectors enable seamless incorporation into existing development workflows.
Target Audience
Gecko is aimed at security and development teams in enterprises and fast‑growing startups that need to secure complex, multi‑service applications and reduce the time required to remediate critical vulnerabilities.
Features
- Compiler‑accurate code indexing that builds a detailed graph of the codebase for precise detection of multi‑step attack paths
- AI‑powered threat modeling that scales across all services and release cycles, uncovering business‑logic and cross‑service flaws
- Automated remediation suggestions that guide developers in fixing identified vulnerabilities
- Continuous learning from user feedback to increase true‑positive rates and lower false‑positive noise
- Integration with popular tools (Jira, Linear, ClickUp, Shortcut, Slack, GitLab) and support for SSO/SAML and SCIM for enterprise identity management
- API for programmatic scan initiation, result retrieval, and integration into CI/CD pipelines