Automatically classify, route, and draft replies to support tickets

New support tickets are classified by AI, routed to the right team, and given a draft reply to speed up response.

How the work actually flows

It branches. Exactly one path is taken; a person is alerted when a step fails.

Pattern: Exclusive Choice (4)

flowchart TD trig>"new support ticket arrives"]:::trig s0["classify ticket priority and category"]:::task s1["route to team"]:::task trig --> s0 s0 --> s1 gx{"× common or complex issue"}:::gate s1 --> gx p00["draft suggested reply"]:::task gx -->|"common question"| p00 p10["escalate to human agent"]:::task gx -->|"complex issue"| p10 p11["notify team in chat"]:::task p10 --> p11 p00 --> out p11 --> out out[/"ticket routed with draft reply"/]:::out pay{{"faster ticket response times"}}:::pay out --> pay esc(("Alerts a person")):::human s1 -. "if it fails" .-> esc esc -.-> out 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 stepA personOne path onlyResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
Messaging & NotificationsAPI & Webhook IntegrationCustomer Support & Ticketing
Connects
SlackOpenAI

The problem it solves

Every new support ticket has to be read, categorized, and sent to the right person before anyone can respond, and that triage alone eats up time. Simple, repetitive questions still take just as long to answer if someone has to write every reply from scratch.

Who it fits

Support teams handling a steady volume of customer tickets.

How it works

  1. A new ticket arrives through email or your helpdesk
  2. AI classifies its priority and category
  3. The ticket is routed to the right team based on that classification
  4. AI drafts a suggested reply for common questions
  5. Complex issues are escalated to a human agent with full context, and the team is notified in Slack
What you get

Tickets routed with a reply drafted

Every new support ticket gets sorted, sent to the right team, and comes with a suggested reply ready to go.

What you get

A classified, routed ticket with a draft reply ready for review or immediate use.

What you need

A helpdesk or email account, an AI API key, and a Slack workspace for notifications.

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

Search your Dropbox support docs from a Slack bot

Support docs stored in Dropbox become a searchable knowledge base your team can ask questions about right in Slack.

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
Back to the AI Playbook