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Not every workflow needs a team of agents — but some genuinely do. This checklist helps you evaluate yours before committing to an architecture. 

The checklist covers five criteria: 

  • Workflow complexity and decision depth 
  • Coordination across systems, teams, or parallel processes 
  • Context and continuity requirements across steps 
  • Human oversight and explainability needs 
  • Scale, compliance, and audit exposure 

Your score tells you where you stand: 

Strong multi-agent candidate, needs architectural review, or start simpler — in under 10 minutes.  

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The Determinism Spectrum: Quick Classification Worksheet for AI Testing

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AI Agent Design Worksheet : A structured way to design your first enterprise AI agent

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