Choosing durable agent orchestrators with open source frameworks
Most enterprise AI agent pilots work. Most never reach production at scale. Gartner names the cause — and the structural questions that separate platforms that demo well from those that hold up in production.
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Enterprises often confuse the most innovative AI agent runtime with the most trustworthy enterprise orchestrator. The result is predictable: orchestration platforms that look strong in demos can underperform when long-running state, policy enforcement, human intervention, auditability, or runtime cost discipline matter.
Whitepaper · May 2026
How Orkes Conductor Maps to the AI Agent Orchestrator Framework
The full mapping of Orkes Conductor against the Gartner AI Agent Orchestrator framework: architecture, the five-layer breakdown, competitive analysis, and TCO math.
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GARTNER is a registered trademark and service mark of Gartner, Inc. and/or its affiliates in the U.S. and internationally and is used herein with permission. All rights reserved. This graphic was published by Gartner, Inc. as part of a larger research document and should be evaluated in the context of the entire document. The Gartner document is available upon request from Orkes.
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