TICKET MANAGEMENT

Reopened-Ticket Root-Cause Classifier

Detects Zendesk tickets reopened within N days of solving, classifies each reopen as an incomplete fix or an unclear resolution.

CategoryTicket Management
Enginesim
Difficultyintermediate
Triggerschedule
Steps6
Setup~15 min

How it runs

The automated pipeline, trigger to output.

  • TriggerDaily schedule fires
  • ActionFetch tickets reopened within N days from ZendeskZendeskZendesk
  • ActionClassify each reopen: incomplete fix vs unclear resolutionOpenAI
  • LogicGroup results by class and agent
  • ActionTag tickets with classification in ZendeskZendeskZendesk
  • OutputPost classified digest to support lead in SlackSlack

What it does

It scans recently reopened Zendesk tickets and decides *why* each one bounced back: the original fix didn't hold (incomplete fix) or the customer simply didn't understand the answer (unclear resolution). It tags each ticket accordingly and delivers a daily digest so the support lead sees the split at a glance.

When to use it

Use it when your reopen rate is climbing and you can't tell whether agents are mis-solving tickets or just writing confusing closing replies. The fix-vs-resolution distinction points coaching at the real problem.

How it works

  1. 1A daily schedule fires the run.
  2. 2Pull every ticket from Zendesk that moved from solved back to open within the last N days, including the solving comment and the reopening comment.
  3. 3An OpenAI step reads both comments and classifies the reopen as `incomplete-fix` or `unclear-resolution` with a one-line rationale.
  4. 4A logic step groups results by class and agent.
  5. 5Apply the matching tag back onto each Zendesk ticket.
  6. 6Post a digest to Slack showing counts per class, top offending agents, and example ticket links.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect ZendeskTickets, queues, knowledge base.
  2. 2
    Connect OpenAIModels, embeddings, files.
  3. 3
    Connect SlackChannels, DMs, threads, mentions.
  4. 4
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  5. 5
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  6. 6
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

Run this workflow in your colony.

14-day trial. No DevOps. No Sales call. Provisioned in under a minute.