Orchestration vs Automation

Orchestration and automation are often conflated but serve fundamentally different purposes. Automation replaces human steps with machine steps — it follows a fixed path. Orchestration coordinates multiple autonomous actors (agents, services, humans) toward a goal — it adapts the path based on conditions. A Zapier workflow is automation; an AI agent deciding which tools to use based on the situation is orchestration. Understanding this distinction shapes product architecture decisions.