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Resolve-or-draft

Agent assist & escalation

Any ticket → attempt end-to-end resolution; where it can't complete, draft the agent note and customer reply in-ticket with every lookup already done and cited.

Scale
115-agent team
Measured as
Cost per agent
Systems
Zendesk any backend View all 23

How the workflow runs

  1. Any ticket

    Trigger

    No pre-sorting — the workflow takes whatever arrives.

  2. Attempt end-to-end resolution

    Logic

    Run the whole thing where it can be run, and close it.

    Resolution agent
  3. Draft where it cannot finish

    Action

    Write the agent note and the customer reply in-ticket instead of stopping silently.

    Reply drafting agent
  4. Cite every lookup

    The agent sees what was checked and where each fact came from.

Also works with

Knowledge & content

  • Confluence
  • SharePoint
  • Google Drive
  • Notion
  • Guru
  • Document360
  • Contentful

Ticketing & support

  • Freshdesk
  • Intercom
  • Salesforce Service Cloud
  • HubSpot
  • Front
  • Gorgias
  • Help Scout
  • Kustomer
  • Gladly
  • Zoho Desk
  • Dixa
  • Re:amaze
  • ServiceNow
  • Jira Service Management

Or anything else you run. If it has a REST or GraphQL API, an MCP server, or a database we can reach, the workflow runs against it — however many systems one job needs.

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