detect-conversation-type

Classify ServiceNow conversations by type and route them to handling workflows.

34|13|Updated Feb 6, 2026
One-click install
npx skills add https://github.com/Happy-Technologies-LLC/happy-servicenow-skills --skill detect-conversation-type
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: detect-conversation-type
Source: https://github.com/Happy-Technologies-LLC/happy-servicenow-skills/tree/main/skills/genai/detect-conversation-type
Command: npx skills add https://github.com/Happy-Technologies-LLC/happy-servicenow-skills --skill detect-conversation-type

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automatically detects and classifies customer conversations into INQUIRY, REQUEST, COMPLAINT, FEEDBACK, and ESCALATION, enabling precise routing to the appropriate workflow and faster issue resolution.

Core Features & Use Cases

  • Real-time multi-type classification across channels (chat, email, portal) to identify conversation type
  • Sentiment-aware routing that prioritizes negative or escalating interactions
  • Automated downstream actions: route to catalogs, create records, and trigger relevant playbooks based on classification

Quick Start

Classify a live conversation by providing the user message to an AI assistant and have it determine the type and route accordingly.

Frequently Asked Questions about detect-conversation-type

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I classify ServiceNow Virtual Agent conversations by intent?

Classify ServiceNow conversations by providing user messages to an AI assistant, which detects the conversation type and routes it to the correct handling workflow based on intent, sentiment, and urgency.

What conversation types can be detected and routed in ServiceNow?

Conversation classification detects inquiry, request, complaint, feedback, and escalation types, enabling automated downstream actions like routing to catalogs, creating records, and triggering relevant playbooks.

Can I route ServiceNow interactions based on sentiment analysis?

Yes, sentiment-aware routing prioritizes negative or escalating interactions across portal, chat, and email channels, applying scoring rules and dynamic reclassification to ensure proper handling.

Does conversation classification work across different ServiceNow channels?

Classification applies to Virtual Agent conversations across portal, chat, and email channels, integrating with sys_cs_conversation, sys_cs_message, and interaction data for multi-channel routing.

How do I configure routing thresholds for conversation escalation?

Routing thresholds are configurable, allowing you to set scoring rules and data enrichment parameters that determine when conversations are dynamically reclassified and escalated to appropriate workflows.

What's the best way to automate record creation from classified conversations?

Automated downstream actions create records and route to catalogs based on conversation classification, using configurable thresholds and dynamic reclassification to ensure accurate record creation.