Market Opportunity
Control plane for secure sandboxing and tool access in agentic LLM workflows targets a $8.0B = 160k enterprises x $50k ACV. Assumes enterprises with 100+ employees that will buy enterprise AI security/control plane at $50k annual contract value. total addressable market with low saturation and a year-over-year growth rate of 30-50% driven by AI adoption and agentization.
Key trends driving demand: Local LLM cost efficiency -- lower inference costs and offline models push workloads on-prem, increasing demand for local security controls.; Agentic workflows proliferation -- agents invoke many tools, increasing attack surface and the need for centralized access controls.; Enterprise compliance and data residency -- regulated customers demand auditable, policy-driven control planes for tool access and data flows..
Key competitors include LangChain (LangChain Labs / LangSmith), OpenAI Enterprise, Guardrails / safety libraries, Homegrown proxies and IAM integrations (workaround).