Top 10 AI21 Maestro Alternatives

Ranked alternatives to AI21 Maestro in the Agentic AI Orchestration category, based on composite scoring.

  1. Optimizely Opal — Stronger in Agent Studio & Management and Governance, Security & Monitoring, overall composite +15.5.
  2. Klaviyo AI — overall composite +7.1.
  3. Yellow.ai — Stronger in Agent Studio & Management and Contextual Reasoning & Memory, overall composite +5.5.
  4. Treasure Data AI Agent Foundry — Stronger in Agentic workflows (tool use, evaluators) and Prompt/catalog management & governance, overall composite +4.0.
  5. Zeta Global Athena — Stronger in Governance, Security & Monitoring and Multi-Modality & Intentless Handling: , overall composite +3.3.
  6. Algolia Agent Studio — Stronger in Agent Studio & Management and Secure Tool & API Integration, overall composite +3.2.
  7. Salesforce Agentforce — overall composite +3.1.
  8. Viant AI — Stronger in Real-Time Adaptation & Learning, overall composite +1.1.
  9. Adobe Experience Platform Agent Orchestrator — Adobe Experience Platform Agent Orchestrator is a category sibling worth evaluating.
  10. Pega Agentic Process Fabric — Stronger in Governance, Security & Monitoring.