Market Opportunity

Shift-left OWASP security audits integrated into developer workflow targets a $6.0B = 1,000,000 software teams x $6,000 ACV total addressable market with medium saturation and a year-over-year growth rate of 12-18% driven by SAST/DevSecOps adoption.

Key trends driving demand: Shift-left security -- Teams move security earlier in the SDLC, creating demand for pre-commit and pre-merge audits.; LLM orchestration of developer tools -- LLMs can run and synthesize outputs from scanners and produce developer-friendly fixes.; Developer-first security products -- Buyers prefer tools that integrate into IDEs, PRs, and CI rather than separate portals..

Key competitors include Snyk, GitHub Advanced Security (CodeQL / Code Scanning), Semgrep (r2c), OWASP ZAP and other open-source scanners.

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Shift-left OWASP security audits integrated into developer workflow

Executive Summary

Market Validation

Market Opportunity

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