What is the biggest hidden cost in a multi-agent AI automation project?
Orchestration and monitoring. While the AI agents themselves require development, the system to manage their communication, state, and errors at scale can consume 40-60% of total development effort and ongoing cloud costs. This orchestration layer is often underestimated in initial planning.