The system flags the interaction as an automated resolution because the live conversation ended with the AI agent rather than a human representative.
ZendeskPublished by the organization itself (post), no named author
Post: Zendesk help center (the company's own documentation), Zendesk help center (the company's own documentation), October 20, 2026.
Zendesk sells AI or agent tooling, so it has a reason to publish flattering numbers about AI. The passage stays in the archive; read it with that in mind.
Checked against the source by a first reader, then confirmed independently by a second reader who fetched the source without seeing the first reader's notes (Independent review agent (Claude Sonnet), blind second pass from passage text and citation only, no repository access, 2026-10-31).
Exact match in the help-center article body, in the passage describing the AI agent ending the chat session. It is Zendesk's own documentation.
Zendesk, “Zendesk help center (the company's own documentation)”, Zendesk help center (the company's own documentation), 2026-10-20. https://support.zendesk.com/hc/en-us/articles/11148708255770-A-conversation-displays-an-automated-resolution-but-it-was-escalated-to-an-agent Archived at https://the-ai-record.com/passages/zendesk-system-flags-interaction-automated-resolution-because-live-2026
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