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CrewAI Enterprise

Role-based multi-agent runtime for business workflows and ops automations.

verifiedRecently verifiedSource: manual
Health medium (43)

Best for

  • • Ops teams automating repetitive multi-step business tasks.

Limitations

  • • Role prompting can drift without strict templates.
  • • Needs robust sandboxing when agents execute external tools.

Use carefully when

  • • Highly regulated environments without mature approval controls.

Quickstart

  1. Start with two-agent flows before scaling to large crews.
  2. Set hard tool allowlists and budget/time limits.

Setup checklist

  • • API key required: Yes
  • • SDK quality: medium
  • • Self-host difficulty: medium

Health Meter

  • • Setup complexity: 50
  • • Safety & misuse risk: 53
  • • License/compliance risk: 18

• Good baseline for controlled deployment.

Capabilities

  • multiAgentCoordinationtrue
  • rolePoliciestrue
  • toolCallingtrue
  • schedulertrue
  • observabilitytrue

Benchmarks

multiStepSuccess
79.6
toolUseAccuracy
82.1
operationalReliability
84

Community reviews

0 reviews • avg -

Samples

Crew pipeline

intake -> classify -> draft response -> QA

Last verified: 22/2/2026, 3:45:28 am • Source: https://arena.ai/leaderboard
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