Control plane for local AI agents, orchestration and governance

Control plane for local AI agents, orchestration and governance targets a $6.0B = 200,000 developer teams x $30K ACV, representing global engineering orgs that will adopt agent operations tooling total addressable market with medium saturation and a year-over-year growth rate of 30%+, driven by rising agent deployments and cloud/edge hybrid inference.

Key trends driving demand: Agent adoption -- agents moving from proof of concept to production across docs, support, and ops increases demand for orchestration and governance; Hybrid inference -- growth of on-device and on-prem LLM runtimes forces hybrid control planes that can manage local instances; Tool-enabled agents -- function-calling and tool APIs make agents more powerful but also increase attack surface and need for centralized policy; Developer-first observability -- teams expect traces, logs, and replay for automated workflows, mirroring requirements in traditional microservices.