Market Opportunity
Standardized secure control plane for local LLM agent tool access targets a $6.0B = 30,000 mid+ large enterprises x $200K ACV. Rationale: enterprises with significant developer and ML platform budgets will buy an enterprise control plane for agent safety and governance. total addressable market with low saturation and a year-over-year growth rate of 40-60% driven by on-prem LLM adoption and agent tooling growth.
Key trends driving demand: Local model adoption -- cost and privacy advantages push teams to run models on-prem or in VPCs, increasing need for secure runtimes.; Agent proliferation -- more tool-using agents in developer workflows create combinatorial attack and data-access surface.; Platform engineering centralization -- organizations prefer a single control plane to enforce consistent policies across teams..
Key competitors include LangChain (open-source), LlamaIndex, HashiCorp Vault + Open Policy Agent + Kubernetes (workaround), Robust Intelligence.