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OpenAI + Zendesk: AI triage and assisted replies.

Use GPT-4o to classify Zendesk tickets, draft agent replies, summarize threads, or auto-tag by issue type. AI sits next to agents, not in front of customers.

Trigger app
Zendesk as the trigger

Workflows fire when something happens in Zendesk.

See all 6 triggers →
Action app
OpenAI as the action

Workflows do something in OpenAI, instantly.

See all 16 actions →
Both directions

Pick the way that fits your stack.

Pair pages are mirrored. Each direction gets its own dedicated page.

ZendeskOpenAI

When something happens in Zendesk, do it in OpenAI.

6 Zendesk triggers wired to 16 OpenAI actions. Most-used pairing: Ticket AssignedAnalyze Image.

OpenAIZendesk

Or fire it the other way around.

0 OpenAI triggers wired to 17 Zendesk actions downstream.

  • Use any trigger in the catalog as the upstream.
See OpenAIZendesk
Popular pairings

Common Zendesk → OpenAI workflows.

Pick a pairing to set it up in two minutes. Each one is a fully editable recipe.

Showing 9 of 96 combinations
When ticket assigned in Zendesk, analyze image in OpenAI.

Fires when a ticket is assigned (or reassigned) to an agent in Zendesk. Use to ping the assignee, start an SLA clock, or audit workload balance.

When ticket assigned in Zendesk, chat completion in OpenAI.

Fires when a ticket is assigned (or reassigned) to an agent in Zendesk. Use to ping the assignee, start an SLA clock, or audit workload balance.

When ticket assigned in Zendesk, chat with tools in OpenAI.

Fires when a ticket is assigned (or reassigned) to an agent in Zendesk. Use to ping the assignee, start an SLA clock, or audit workload balance.

When ticket assigned in Zendesk, create batch in OpenAI.

Fires when a ticket is assigned (or reassigned) to an agent in Zendesk. Use to ping the assignee, start an SLA clock, or audit workload balance.

When ticket commented in Zendesk, analyze image in OpenAI.

Fires when a comment (public or internal) is added to a Zendesk ticket. Common use: notify Slack of customer replies, log activity, or mirror conversations into a CRM.

When ticket commented in Zendesk, chat completion in OpenAI.

Fires when a comment (public or internal) is added to a Zendesk ticket. Common use: notify Slack of customer replies, log activity, or mirror conversations into a CRM.

When ticket commented in Zendesk, chat with tools in OpenAI.

Fires when a comment (public or internal) is added to a Zendesk ticket. Common use: notify Slack of customer replies, log activity, or mirror conversations into a CRM.

When ticket commented in Zendesk, create batch in OpenAI.

Fires when a comment (public or internal) is added to a Zendesk ticket. Common use: notify Slack of customer replies, log activity, or mirror conversations into a CRM.

When new ticket in Zendesk, analyze image in OpenAI.

Fires when a new support ticket is created in Zendesk, across any channel (email, web form, chat, API, social). The standard inbound hook for AI triage and routing.

How it works

Connect Zendesk and OpenAI in five steps.

No code, no glue, no half-day setup. Each step is one click.

  1. 1
    Connect
    Authorize Zendesk and OpenAI

    Open Tiny Command, authorize Zendesk and OpenAI once each. Both connections are available to every workflow on your account.

  2. 2
    Trigger
    Pick a Zendesk trigger

    Drop the Zendesk → Ticket Assigned trigger onto the canvas. Tiny Command auto-registers the webhook.

    POST /v1/webhooks/zendesk.trigger-ticket-assigned
  3. 3
    Transform
    Add a filter or AI step

    Optionally add a Filter node ("subject contains URGENT") or an AI step ("classify intent") between trigger and action.

  4. 4
    Action
    Add the OpenAI action

    Drop the OpenAI → Analyze Image action below it. Map fields from the Zendesk payload into the OpenAI inputs.

    openai.analyze-image
  5. 5
    Publish
    Publish and forget

    Hit Publish. Tiny Command runs it in production from second one. Watch the run-log fill up.

FAQ

Questions about Zendesk + OpenAI.

How does GPT triage Zendesk tickets?
Zendesk Ticket Created → OpenAI classifies (priority, type, group, tags) → Zendesk Update Ticket with predicted fields and Add Tag. Reduces triage from minutes to seconds.
Can GPT draft Zendesk agent replies?
Yes. On Ticket Created/Replied, OpenAI drafts a reply using your help center as RAG context. Post as internal note "AI suggestion:". Agent reviews + sends.
How do I prevent GPT hallucination in support replies?
Pass KB articles as context and instruct: "answer only from these sources; if not found, say I'm not sure". Cite source URLs in the draft for verification.
Can GPT detect Zendesk tickets needing senior escalation?
Yes. Add sentiment + complexity classification. Highly negative tone, references to legal, or multi-question tickets → Zendesk Update Ticket to assign senior queue.
How do I summarize long Zendesk ticket history?
Zendesk Get Ticket Comments → concatenate → OpenAI returns 3-bullet summary. Helpful when ticket gets reassigned and new agent needs to ramp instantly.
Which OpenAI model for Zendesk?
gpt-4o-mini for triage and classification (high volume, cheap). gpt-4o for drafting replies (quality matters). o-series only for very technical tickets where reasoning pays.
Related

Other apps that pair well with Zendesk.


Wire Zendesk to OpenAI in 2 minutes.

Free tier available. No credit card. No onboarding call.