Orchestrate multiple AI agents and providers for planning and reviews

Orchestrate multiple AI agents and providers for planning and reviews targets a $4.0B = 200,000 engineering and product teams × $20K ACV total addressable market with medium saturation and a year-over-year growth rate of 30% YoY growth in AI developer tools and orchestration demand (industry analyst syntheses, developer tooling trends 2024-2026).

Key trends driving demand: Model plurality — Teams are using multiple LLM providers concurrently which creates demand for orchestration and routing to match strengths and costs.; Operationalization focus — After experimentation, organizations are prioritizing governance, auditability, and reproducibility of LLM outputs which drives platform purchases.; Agentization — More workflows are being encoded as agents that require planning, review, and checkpointing, creating need for standard orchestration and debugging tools.; Cost sensitivity — Rising API costs and request limits push teams to tools that can schedule, cache, batch, and route requests for efficiency..