Market Opportunity

Enable non-engineers to run production AI agent pipelines targets a $9.6B = 320K product/automation teams × $30K ACV (annual spend for orchestration, monitoring, connectors, support) total addressable market with medium saturation and a year-over-year growth rate of 35% YoY growth (estimated acceleration in AI automation adoption; cited by McKinsey and industry reports on enterprise AI adoption 2023-2025).

Key trends driving demand: Agentization — businesses are moving from single-call LLM usage to multi-agent workflows, creating demand for orchestration and monitoring.; No-code for AI — non-technical users increasingly expect no-code tools to configure intelligent workflows, lowering the bar for adoption.; Managed infra and hosted models — reliable hosted inference and serverless infrastructure reduce operational friction for productionizing agents.; Cost & safety concerns — rapid growth in AI usage is driving demand for cost controls, guardrails, and automated quality gates..

Key competitors include LangChain, Pipedream, Makerpad / No-code workflow tools (e.g., Zapier, Make).

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Enable non-engineers to run production AI agent pipelines

Executive Summary

Market Validation

Market Opportunity

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