Market Opportunity

Local AI agent orchestration — secure, offline ops layer for agents targets a $60.0B = 500,000 IT organizations x $120K ACV (developer/MLOps & orchestration spend across enterprises) total addressable market with medium saturation and a year-over-year growth rate of 34% CAGR driven by AI adoption and edge inference.

Key trends driving demand: Open-weight models -- cheaper, local inference enables on-prem and edge agent deployments.; Composable AI ecosystems -- modular runtimes and connectors make a local control plane immediately useful.; Enterprise data-residency & compliance -- pushes workloads off public LLM clouds toward local solutions.; Agentization of workflows -- more teams turning tasks into autonomous agents that need safe orchestration..

Key competitors include LangChain (open-source + LangChain Cloud), Auto-GPT / community agent projects, Pipedream, LocalAI (open-source local inference stack).

Local AI agent orchestration — secure, offline ops layer for agents

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Market Validation

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