Market Opportunity
Secure sandboxing and control plane for local LLM agent workflows targets a $4.0B = 40,000 enterprises x $100K ACV, targeting global mid-market and large enterprises buying secure AI infrastructure and control plane subscriptions total addressable market with low saturation and a year-over-year growth rate of 40%+ adoption growth for AI infrastructure in enterprises, with faster growth among security-conscious verticals.
Key trends driving demand: Local model adoption -- lower inference cost and data residency concerns push enterprises to run models on-prem or in private clouds, increasing need for runtime controls; Agentic automation growth -- rising use of agents to automate workflows multiplies points of tool access, creating demand for central governance; Security and compliance enforcement -- stricter enterprise controls and audit requirements increase willingness to buy dedicated control planes.
Key competitors include LangChain, OpenAI (function calling, org controls), Microsoft Azure + Azure OpenAI, StrongDM / HashiCorp (adjacent access and secrets tools).