Managing AI agents - observability and orchestration platform

Managing AI agents - observability and orchestration platform targets a $9.6B = 1.2M developer teams x $8K ACV; assumes 4% of 30M developers organized into teams building production AI agents and willing to pay team-level tooling. total addressable market with medium saturation and a year-over-year growth rate of 40-60% year over year for AI developer tools and observability segments.

Key trends driving demand: Agent proliferation -- more teams deploy multi-agent flows, increasing operational complexity and the need for orchestration tools.; Cost visibility pressure -- rising token and inference costs force teams to adopt centralized budgeting and rate-limiting controls.; Model diversity -- multi-model, multi-vendor stacks create integration and routing complexity that specialized management can solve.; Shift to platform thinking -- organizations prefer integrated toolchains that plug into Git, CI and existing observability stacks..