Question 1

Is AI agent orchestration always multi-agent?

Accepted Answer

No. Orchestration is most common in multi-agent setups, but it can also apply to a single agent when workflows involve multiple steps, tools, or checks.

Question 2

Can a single agent be orchestrated?

Accepted Answer

Yes. Orchestration can manage sequencing, retries, and policies around a single agent without changing how the agent reasons.

Question 3

Is orchestration a tool or an architecture?

Accepted Answer

No, it is not a tool. Orchestration is an architectural approach that can be implemented using different frameworks or platforms.

Question 4

How is agent orchestration different from automation?

Accepted Answer

Yes, it is different. Automation follows fixed rules, while agent orchestration manages dynamic, agent-driven workflows that adapt at runtime.

Question 5

Do all agentic AI systems require orchestration?

Accepted Answer

No. Orchestration becomes necessary as systems scale, involve multiple agents or tools, or require reliable end-to-end outcomes.

What is AI Agent Orchestration and Why Does it Matter?

What is AI Agent Orchestration and Why Does it Matter?

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