Coordinate retries and resume agent workflows when Layer 7 is unreliable

Coordinate retries and resume agent workflows when Layer 7 is unreliable targets a $3.6B = 120,000 engineering teams × $30K ACV annually for orchestration and resiliency tooling total addressable market with medium saturation and a year-over-year growth rate of 30% YoY — estimated AI infrastructure and application platform spend growth (industry estimates from Gartner/IDC AI infrastructure reports).

Key trends driving demand: LLM and agent adoption — companies are increasing API calls to third-party LLM and data services, creating new demand for reliability tooling.; Shift to composable applications — developers prefer SDKs and managed primitives, which creates an opening for a focused orchestration layer.; Increased sensitivity to API costs — teams want to avoid overage bills and retry storms, motivating investment in coordinated retry and throttling.; Managed control planes and observability — teams are moving from DIY orchestration to managed services to reduce support load and incidents..