Compress weeks of manual pentesting into an autonomous, continuous agent

Compress weeks of manual pentesting into an autonomous, continuous agent targets a $12.0B = 4M orgs x $3K ACV (broad SMB+mid-market pentest/validation demand as testing becomes continuous) total addressable market with medium saturation and a year-over-year growth rate of 15%+ (continuous validation and BAS adoption rising faster than legacy pentesting).

Key trends driving demand: AI-driven automation -- LLMs and model orchestration allow end-to-end autonomous workflows that used to require human operators.; Shift to continuous assurance -- Businesses prefer ongoing validation and DevSecOps integrations over annual point-in-time tests.; Cloud/IaC standardization -- Homogeneous attack surfaces (AWS/GCP/Azure, Kubernetes) make automation more tractable and reusable.; Compliance & breach liability pressure -- Regulations and insurers increasingly require demonstrable regular testing and evidence..