Orchestrating multiple AI agents with a single control tower to reduce noise and restore productivity

Orchestrating multiple AI agents with a single control tower to reduce noise and restore productivity targets a $12.0B = 1.5M businesses × $8K ACV total addressable market with medium saturation and a year-over-year growth rate of 30% YoY (Gartner and McKinsey estimates for AI platform and tooling adoption, 2023-2025).

Key trends driving demand: Agentification — more products embed multiple autonomous or semi-autonomous agents, creating orchestration complexity and demand for a control plane.; Platformization — engineering teams prefer centralized governance and observability rather than bespoke scripts, creating demand for SaaS control towers.; Cost visibility — LLM API spend is a line-item concern; teams need tooling to attribute and cap costs per workflow or agent.; Compliance and auditability — organizations require traceable prompts, decisions, and outputs as AI use expands into regulated workflows..