TICKET MANAGEMENT

Score every new Zendesk ticket for breach risk and route the risky ones

On each new Zendesk ticket, predicts its breach probability from the live queue depth, priority, and historical resolution times for its type.

CategoryTicket Management
Enginesim
Difficultyintermediate
Triggerevent
Steps6
Setup~15 min

How it runs

The automated pipeline, trigger to output.

  • TriggerNew Zendesk ticket createdZendeskZendesk
  • ActionRead group queue depth + ticket attributesZendeskZendesk
  • LogicCompute breach-risk score
  • LogicSplit high-risk vs normal
  • ActionTag + route high-risk to fast-track groupZendeskZendesk
  • OutputPost risk score + reason to SlackSlack

What it does

The moment a ticket is created in Zendesk, this workflow estimates how likely it is to breach SLA given the current queue conditions it's walking into. It combines the live queue depth for its group, the ticket's priority and type, and the historical resolution distribution for similar tickets to produce a breach-risk score, then acts on the riskiest ones immediately.

When to use it

Use this when you want triage decisions made at intake instead of after a ticket has aged. Best for queues where backlog state at arrival strongly predicts whether a ticket lands on time.

How it works

  1. 1A new-ticket event fires from Zendesk.
  2. 2Reads current open-ticket depth for the assigned group and the new ticket's attributes.
  3. 3Computes a breach-risk score from queue depth, priority, and typical resolution time for the ticket type.
  4. 4A branch splits high-risk from normal tickets at a configurable threshold.
  5. 5For high-risk tickets, applies a priority-lane tag and assigns to the fast-track group in Zendesk.
  6. 6Posts the risk score and reason to Slack so triage can confirm.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect ZendeskTickets, queues, knowledge base.
  2. 2
    Connect SlackChannels, DMs, threads, mentions.
  3. 3
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  4. 4
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  5. 5
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

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