Automatically classify support tickets so they reach the right team

Reads new support tickets, figures out the category, and updates the ticket automatically so it reaches the right team.

How the work actually flows

A straight line. Runs once per each uncategorized ticket.

Pattern: Sequence (1) ยท Multiple Instances with a priori Run-Time Knowledge (14)

flowchart TD trig[\"uncategorized ticket exists"\]:::trigdata s0[["pull uncategorized tickets"]]:::mi s1["read conversation thread"]:::task s2["classify ticket with ai"]:::svc s3["update ticket with category"]:::task trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"tickets categorized without review"/]:::out pay{{"tickets reach the right team faster"}}:::pay s3 --> 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 stepAn outside serviceRuns once per itemResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
Knowledge Base & RAGCustomer Support & Ticketing
Connects
Zoho DeskOpenRouter

The problem it solves

New support tickets pile up faster than your team can read and sort them, and mis-routed tickets sit unanswered while customers wait. Manually reading every ticket to decide who should handle it eats time your team could spend actually helping people.

Who it fits

Customer support teams handling a steady stream of tickets that need to be routed to the right department.

How it works

  1. Pulls in tickets that have not yet been categorized
  2. Reads the full conversation thread for context
  3. AI classifies the ticket into your predefined categories
  4. The ticket is updated automatically with the classification
What you get

Tickets sorted before anyone reads them

New support tickets get read, categorized, and updated automatically, so each one reaches the right team without anyone manually sorting the queue.

What you get

Correctly categorized support tickets, ready for routing without manual review.

What you need

A Zoho Desk account and an OpenRouter API key.

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

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