- Organizations subject to strict regulatory requirements (e.g., HIPAA, PCI) that cannot obtain sufficient contractual and technical assurances, given the reported 2024 exposure incident.
- If a deployment requires first-class extensibility for proprietary agent frameworks and plugin-based model integration.
- If an organization requires a helpdesk-first platform with mature ticketing, knowledge management, workforce management, and agent QA baked into one suite—consider alternatives like Intercom, Zendesk, or Freshworks.
- Where extensive native integration breadth is required and there is no capacity for API or Zapier-based workarounds.
- If the deployment requires high-scale authoring performance and the organization cannot tolerate potential builder lag without validating under realistic load.