Build a SaaS platform that sits between agent frameworks and production deployments, providing managed orchestration, context management, guardrail enforcement, failure recovery, and runtime evaluation. It would integrate with frameworks such as LangGraph and enterprise CI/CD pipelines to monitor agent behavior, route models, track costs, and trigger human-in-the-loop review when needed.

Multiple companies are hiring senior engineers specifically to build multi-agent infrastructure, suggesting the tooling layer is not yet mature. As enterprises move from single-agent demos to scalable agentic automation, they need production-grade reliability, governance, and cost controls.