• ENGLISH
  • SPANISH
  • FRENCH
  • UNKNOWN

How to automate support ticket routing with your AI

Connect the Language Detector Engine once. From then on, your AI handles the heavy lifting of sorting incoming messages by language.

Ask AI about this page

Short answer

How can I use AI to route support tickets by language?

Your AI uses N-gram analysis to identify the language of every incoming message. It then directs that message to the specific regional queue meant for that language. You'll see how the routing logic works below.

Routing outcomes

Where every message lands.

The AI sorts incoming text into specific buckets based on the detected language.

ENGLISH

English queue

Messages identified as English go here. Your English-speaking agents get these immediately.

SPANISH

Spanish queue

The AI routes Spanish text to your Spanish team. This keeps the language consistent for the customer.

FRENCH

French queue

French messages land in the French queue. This prevents language mismatches in your support flow.

UNKNOWN

Human review

If the AI can't determine the language, it flags the message for a person. You decide how to handle these edge cases.

The workflow

What your AI does when a message arrives.

The AI acts as a gatekeeper, reading the text and deciding where it belongs.

  1. Analyze text

    The AI looks at the character patterns in the incoming message to determine the language.

    detect_language

  2. Identify language

    The engine uses deterministic N-gram analysis to confirm the specific language used.

    detect_language

  3. Assign queue

    The AI maps the detected language to your predefined regional support channels.

    detect_language

  4. Route message

    The message is moved to the correct destination so the right agent sees it.

    detect_language

Try it

Copy these to start.

Use these prompts to get your AI working with the Language Detector Engine.

Starting points

These are opening lines. Swap out the bracketed text with your actual channel names or contact lists.

franc Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_DZfpdhfq3SUunsFFJJgaaLCPk3BDMKLefzz6agcr/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — franc capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "language-detector-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_DZfpdhfq3SUunsFFJJgaaLCPk3BDMKLefzz6agcr/mcp"
    }
  }
}
Copy into chat04

  • Detect the language of the last message in my Zendesk channel.

  • Look at the incoming messages in this Slack channel and tell me which ones are in Spanish.

  • Route all messages from my support email to the correct regional queues based on language.

  • Check the latest messages in my Intercom inbox and flag any that aren't in English.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Language Detector Engine once, then ask.

Just follow the link to connect. Your credentials stay encrypted, and you can start using the tools in your preferred AI client immediately.

Connect Language Detector Engine to your AI

FAQ

How this task behaves.

  • 01

    Can the AI translate the messages for me?

    No. This tool only detects the language so you can route it to the right person.

  • 02

    Does the AI change the content of the support ticket?

    No. The AI only reads the text to identify the language; it does not edit or rewrite the original message.

  • 03

    What happens if the AI can't identify the language?

    The AI will flag the message as unknown, allowing a human to manually assign it to the correct queue.

  • 04

    Can the AI automatically reply to customers?

    No. This specific tool is for routing and detection, not for generating or sending replies.

  • 05

    How does it know which language is which?

    It uses N-gram analysis, which looks at sequences of characters to determine the language pattern.

  • More questions about Language Detector Engine? The Connector page answers them. See everything the Language Detector Engine Connector can do

Connect franc to Claude, Cursor, ChatGPT & more