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What is Multi-Agent Orchestration?

What does 'Multi-Agent Orchestration' mean?

Coordinating several AI agents so they work on parts of a larger task and hand results to one another, instead of relying on a single model call. The orchestration layer decides which agent runs when, passes state between them, manages tool access, and handles retries or failures. It is used for workflows too long or varied for one agent to complete reliably on its own.

List of software with Multi-Agent Orchestration functionality

4.6

About the reviewer

Rajat Gupta is the founder of Spotsaas. Over the past two years, he has reviewed 2,000+ tools across CRM, HR, AI, and finance — applying hands-on product research and a background in commerce and the CFA program to evaluate software through a business and ROI lens. His goal: help teams make software decisions they won't regret.

Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].