Market Opportunity
Protect multi-tenant SaaS from prompt injection and LLM attacks targets a $4.5B = 90,000 mid-market and enterprise SaaS vendors x $50,000 ACV. Rationale: vendors with engineered LLM features require continuous security tooling and support. total addressable market with low saturation and a year-over-year growth rate of 40%+ adoption growth for LLM security categories as LLMs are embedded across products.
Key trends driving demand: LLM integration proliferation -- many SaaS products are embedding LLMs causing broad new attack surfaces and frequent releases.; Developer-first security tools -- security buyers prefer tools that integrate into CI/CD and developer workflows rather than separate gatekeepers.; Observability for prompts -- demand for logging, lineage, and reproducible prompt tests is rising as teams need audit trails.; Regulatory scrutiny on data flows -- privacy and compliance requirements push enterprises to require deterministic controls on model IO..
Key competitors include OpenAI safety features and moderation API, LangChain, PromptLayer, Snyk (adjacent), Datadog (adjacent).