Automatically tag Zendesk support tickets with AI every day

Once a day, AI reads new support tickets and adds the right tags automatically, without removing existing ones.

How the work actually flows

A straight line. Runs once per each new ticket.

Pattern: Sequence (1) ยท Multiple Instances without Synchronization (12)

flowchart TD trig(["once a day"]):::trigtime s0["Pull tickets from last 24 hours"]:::task s1[["Read ticket against tagging rules"]]:::mi s2["Apply matching tags"]:::task trig --> s0 s0 -->|"one per each new ticket"| s1 s1 --> s2 out[/"consistently tagged tickets"/]:::out pay{{"less manual sorting for support team"}}:::pay s2 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepRuns once per itemResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
AI Agents & Autonomous SystemsCustomer Support & Ticketing
Connects
ZendeskOpenAI

The problem it solves

New support tickets pile up needing to be sorted and labeled before anyone can act on them, and tagging every one by hand is a tedious, easy-to-skip step. Inconsistent tagging makes it hard to spot patterns or route tickets to the right person. Your support team ends up spending time organizing tickets instead of solving customer problems.

Who it fits

Customer support teams using Zendesk who want consistent, hands-off ticket tagging.

How it works

  1. Once a day, the system pulls tickets created in the last 24 hours
  2. AI reads each ticket's content against your tagging rules
  3. It decides which tags apply and applies them without removing existing tags
  4. Tickets end up consistently categorized for your team
What you get

Tickets tagged consistently the moment they arrive

You get every new support ticket automatically tagged the same way, every day, without your team touching it.

What you get

Consistently tagged support tickets, ready for reporting or routing.

What you need

A Zendesk account and an OpenAI account.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

Related automations

Classify and route support tickets by urgency automatically

Reads incoming support tickets, senses how upset or urgent each one is, and routes it to the right team fast.

Advanced

Flag VIP support tickets and alert your team instantly on Slack

Spots VIP customers in new support tickets, summarizes the issue with AI, and alerts an available agent on Slack right away.

Advanced

Predict customer churn risk and trigger retention outreach

Daily analysis of usage, support, and billing data flags customers likely to churn and drafts a personalized save plan.

Advanced

Prioritize Zendesk tickets with AI and alert Slack for urgent ones

AI reads each new support ticket, scores how urgent it is, and pings your team on Slack when it needs immediate attention.

Advanced
Back to the AI Playbook