Detecting AI agent prompt leaks - automated predeploy scanner

Detecting AI agent prompt leaks - automated predeploy scanner targets a $6.0B = 200,000 organizations x $30,000 ACV. Assumes 200k organizations that will prioritize agent security (mid-market and enterprise) paying for a security product integrated into CI and SecOps. total addressable market with medium saturation and a year-over-year growth rate of 30-45% driven by rapid agent adoption and rising regulation in sensitive verticals.

Key trends driving demand: Regulatory scrutiny -- incidents like the March 2026 financial-services leak make compliance teams prioritize agent controls.; OWASP and academic research visibility -- OWASP ranking and IEEE S&P results legitimize agent threat classes and create standards.; Dev-first security tooling -- teams prefer CI/IDE integrations and automated predeploy gates rather than ad hoc pen testing.; Canary tokens and telemetry as standard practice -- ops teams already deploy canaries, enabling automated detection tests..