Market Opportunity
Detect indirect prompt injection with deterministic probe tests targets a $3.6B = 120,000 businesses x $3,000 ACV. Target: companies that build or embed LLMs and ingest external content (mid-market and enterprise engineering teams). $3,000 ACV assumes an initial paid tier for enterprise integrations, CI plugins, and support. total addressable market with medium saturation and a year-over-year growth rate of 40%+ growth in tooling for LLM security and evaluation driven by RAG, enterprise adoption, and regulation..
Key trends driving demand: RAG adoption -- more apps ingest external documents and web content, increasing prompt-injection attack surface.; Security standardization -- OWASP LLM01 and other risk frameworks are driving formal requirements for LLM safety testing.; Dev-first tooling -- developers expect testable, CI-integrated checks, so safety tools that plug into workflows win faster.; Open-source tooling growth -- OSS probe kits accelerate adoption and feed enterprise paid extensions..
Key competitors include rojaprove (GitHub), Guardrails (guardrails-ai project), LangChain, Robust Intelligence, Bishop Fox (consulting).