Multi-Agent Workflow

Multi-Agent Workflow

Multi-Agent Workflow

Multi-agent workflows assign distinct roles to separate agents, such as one retrieving documents, another extracting facts, and a third verifying citations. Coordination may be sequential, parallel, or managed by a supervising agent.

Each agent operates with its own instructions and tool access.

Alternative Names:

Agent Orchestration, Multi-Agent System

Why it Matters?

Separation of roles allows a verification agent to check another's output against sources, which is a structural improvement over a single system checking itself. The corresponding risk is error propagation, since a mistake in an early step becomes an input the later steps treat as established. Workflows handling legal work should surface the intermediate steps rather than only the final output, so a reviewer can locate where a wrong conclusion originated.

Frequently Confused with

Related terms

Frequently asked questions

What is the advantage of separating agents?

What is the advantage of separating agents?

A verification agent can check another's output against sources, which is structurally more reliable than a single system evaluating its own work.

What is the main risk?

What is the main risk?

Error propagation. A mistake early in the chain becomes an input later steps treat as established, so intermediate outputs should be reviewable.