Market Opportunity
Predeploy AI agent scanner to find system prompt leaks and injections targets a $4.0B = 50,000 enterprises x $80k ACV. Buyers are mid and large enterprises that purchase appsec and model security tooling as part of security budgets. total addressable market with low saturation and a year-over-year growth rate of 40%+ driven by AI adoption in automation and regulatory focus.
Key trends driving demand: Regulatory scrutiny -- finance and healthcare incidents in 2026 increased compliance requirements for AI automation.; OWASP focus -- public calls labeling agent prompt protection an unsolved problem, raising awareness among security teams.; Canary-token adoption -- teams already accept bait-based detectors which makes agent canary integrations easier to adopt.; Academic evidence of exploitability -- IEEE S&P results show prompt extraction and injection are common and measurable..
Key competitors include Robust Intelligence, Thinkst Canary / canarytokens, Palo Alto Networks Prisma Cloud / Wiz (adjacent CSPM and cloud security), Internal red teams and manual audits (workaround).