Build a SaaS platform that provides agent workflow orchestration, state tracking, failure recovery, test harnesses, deployment controls, and production observability for multi-agent systems. It would support common patterns like sequential chains, router/dispatcher flows, and parallel fan-out while integrating with agent frameworks and MCP-based tool environments.

Multiple companies are hiring specifically for multi-agent architecture, agent foundations, and production operation, suggesting the category is moving from experimentation into infrastructure needs. As agentic AI adoption grows, teams need reusable tooling instead of rebuilding orchestration and monitoring in-house.