Market Opportunity
Secure LLM agents in production via LLM-judge HTTP proxy targets a $18.0B = 600,000 enterprises x $30K ACV (enterprise AI/ML runtime security & governance tooling) total addressable market with medium saturation and a year-over-year growth rate of 35% estimated annual growth for AI security & model governance tooling.
Key trends driving demand: Agent proliferation -- more companies run multi-step LLM agents for automation, increasing attack surface and need for runtime controls.; Open-source inference -- cheaper/customizable LLMs enable affordable in-proxy judgement at scale.; AI regulation & audits -- compliance regimes push enterprises to require explainability and tamper-evident logs.; Infrastructure-as-code for AI -- shift to API-first and proxy patterns makes insertion of judgment layers practical..
Key competitors include CrabTrap (Brex, open-source), Robust Intelligence, Fiddler AI, API Gateways & WAFs (AWS API Gateway, Kong, Apigee).
Sign in for the full analysis including competitor analysis, revenue model, go-to-market strategy, and implementation roadmap.