Teams can't safely compose LLMs — orchestration + testing + observability

Teams can't safely compose LLMs — orchestration + testing + observability targets a $12.0B = 2M engineering teams x $6K ACV (enterprise+mid-market dev teams needing orchestration/monitoring) total addressable market with medium saturation and a year-over-year growth rate of 40% = rapid adoption of LLM tooling & observability among developer orgs.

Key trends driving demand: LLM commoditization -- easy access to powerful models increases demand for orchestration and governance layers; Shift from code-only to prompt+workflow engineering -- teams need tools that treat prompts, chains, and models as first-class artifacts; Enterprise AI governance -- compliance and auditability requirements push organizations toward centralized observability; Vector DBs & embeddings boom -- increasing integrations make orchestration and semantic routing more valuable.