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Support reply drafting with escalation

Draft support replies with AI; require human approval for edge cases

For: Support, CX, operations

What it does

  • Input: an inbound support ticket
  • AI summarizes the issue
  • AI drafts a reply
  • Confidence check — low confidence or refund detected → require approval
  • Approved reply sent; everything logged

Why it works

High-volume pain point, immediate workload reduction. Shows that Vocion is not just text generation — it handles control flow + human review. Bonus: "Know exactly why the AI responded this way" from the audit trail.

Flow

  1. 1Webhook from your help desk → workflow trigger
  2. 2summarize_ticket skill runs
  3. 3draft_reply skill runs with summary as context
  4. 4If confidence < threshold OR keywords match (refund, legal, escalation): pause for approval
  5. 5Else: auto-send, still logged

Repo structure

corecontext-support-reply/
  context/
    skills/
      summarize_ticket/
      draft_reply/
    workflows/
      support_triage/
        workflow.yaml
  integrations/
    zendesk-source.ts
    confidence-gate.ts  # plugin: routes high-risk to approval
  README.md

Demo flow

  1. 1New ticket arrives via webhook
  2. 2Workflow summarizes + drafts reply
  3. 3Low-risk → auto-sent + logged
  4. 4High-risk → review queue, human edits + approves
  5. 5Every reply traceable to its prompt version
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Status: spec only — repo coming soon. The structure here reflects how it'll be packaged.