Agent pipelines fail silently — add orchestration, observability, retries

Agent pipelines fail silently — add orchestration, observability, retries targets a $12.0B = 200,000 mid+large enterprises x $60K ACV (comprehensive AI-agent reliability + observability suites) total addressable market with medium saturation and a year-over-year growth rate of 35%+ year-over-year as enterprises adopt production LLM agents and invest in observability.

Key trends driving demand: LLM commoditization -- Standardized APIs (OpenAI, Anthropic, Azure) make agent building accessible, shifting differentiation to reliability and ops.; Shift to production agents -- Companies move from prototypes to automated agents for customer service, sales ops, and dev workflows, increasing demand for production-grade tooling.; Observability convergence -- Developers expect ML/infra-style monitoring (drift, latency, call traces) for LLM apps, creating demand for purpose-built agent observability.; Serverless + event-driven infra -- Lower infra costs enable SaaS players to offer scalable orchestration and replay without heavy capital investment..