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How to evaluate an AI agent marketplace.
Teams often compare only catalog size. Better decisions come from scoring reliability, governance, and integration quality together.
Catalog quality
Assess curation standards, update cadence, and trust signals for listed agents.
Runtime reliability
Validate retry behavior, observability, and incident triage capabilities.
Governance coverage
Check policy enforcement, approvals, and audit trails for critical workflows.
Integration depth
Confirm fit with your source systems, event pipelines, and existing identity model.
Decision tip
Pilot with a single workflow that has clear success metrics. Choose the platform that can scale controls as usage grows, not only the one with the fastest day-one demo.