Market Opportunity
Reliable agent orchestration when Layer 7 APIs fail targets a $4.0B = 80K teams × $50K ACV total addressable market with medium saturation and a year-over-year growth rate of 25% YoY (driven by LLM/agent adoption and AI orchestration demand; industry estimates of AI platform growth).
Key trends driving demand: Agent adoption — more teams embed multi-step LLM agents into products, increasing demand for reliable orchestration.; Provider rate-limit tightening — LLM and data providers are moving to stricter quotas which creates a need for coordinated client-side rate management.; Cloud-native durability — managed queues and serverless state reduce ops friction, making a hosted resilience layer viable and attractive.; Cost transparency — teams demand tooling to prevent runaway API spend from uncontrolled retries and token usage..
Key competitors include Temporal, LangGraph, AWS Step Functions.