Automate bug bounty scanning and triage with AI to surface real vulnerabilities

Automate bug bounty scanning and triage with AI to surface real vulnerabilities targets a $6.0B = 200K organizations × $30K ACV total addressable market with medium saturation and a year-over-year growth rate of 12% CAGR (industry estimates for vulnerability assessment and pentesting automation; source: MarketsandMarkets / Grand View Research 2023-2025 estimates).

Key trends driving demand: LLMs and specialized audit models are increasingly used to synthesize scanner output into human-readable findings — this enables automated triage and report generation which reduces human workload.; Shift-left security and developer-owned security increases demand for tools that integrate into CI/CD and developer workflows, creating an opportunity for automation that fits engineering habits.; Continuous, automated external testing and bug-bounty programs are expanding beyond large enterprises into mid-market and SMBs, raising demand for affordable automation.; Security teams are consolidating toolchains and demanding fewer point products with richer automation and orchestration to reduce operational overhead..