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Multi-agent Workflow Automation

The value is workflow control, not role naming. Complex tasks need clear roles, tools, state, human approval, and failure handling.

Multi-agent Workflow Automation

Auditable workflows across Q&A, collection, approvals, reporting, and tools

Scenario Case

The value is workflow control, not role naming. Complex tasks need clear roles, tools, state, human approval, and failure handling.

Component Selection

EigentMulti-agent role coordination
n8nBusiness workflow orchestration
MCPTool and context integration
LangfuseCost, latency, failure, and runtime tracing

Decision Boundaries

  • Decompose business workflow before choosing an agent framework.
  • Keep humans for budget, permission, external-send, and delete actions.
  • Use contracts and fallbacks for tool calls.
01

Workflow decomposition

Split collection, decision, generation, approval, and notification units.

02

Role design

Define responsibilities, context, and IO boundaries.

03

Tool access

Connect business systems through MCP, APIs, and workflow nodes.

04

Ops governance

Monitor cost, latency, failure reasons, and human intervention.

Less manual copy-paste.
Parallel execution for complex tasks.
Traceable failures and accountable operations.