Measure and eliminate the hidden retry cost when swapping LLM providers

Measure and eliminate the hidden retry cost when swapping LLM providers targets a $7.2B = 240,000 companies × $30K ACV total addressable market with medium saturation and a year-over-year growth rate of 25% YoY (estimated growth for AI developer tools and LLM ops, sourced from industry reports and VC market maps 2024).

Key trends driving demand: LLM adoption is shifting from experiments to production — teams increasingly pay recurring API bills and need observability to control spend.; FinOps for AI is emerging as a discipline — purchasers want tools that translate per-token costs into business outcomes.; Model heterogeneity is rising as teams mix open and closed models — orchestration and routing between providers create a need for smart decision logic.; Developer-first tooling adoption accelerates as SDKs and managed services lower integration costs, creating a path for lightweight observability products..