What is AI ticket summary?
AI Ticket Summary is one of several AI-powered features built into LiveAgent to help support teams work faster. It helps agents quickly understand the context of a support ticket without reading through the entire message thread. It processes the full ticket conversation, filters out system-generated logs and other noise, and focuses only on meaningful human communication. The result is a structured executive summary covering the issue, the resolution steps taken, and any open items, posted directly as an internal note within the ticket .
What it does
- Content filtering: Removes system messages, logs, and irrelevant metadata to focus only on human interactions.
- Context extraction: Analyzes the conversation to identify the core problem, actions taken, and current status.
- Structured summarization: Organizes insights into a clear format (Issue, Resolution, Open Items) for quick readability.
- Consistency across tickets: Ensures all summaries follow the same structure, improving internal processes and communication between agents .
- Automated note creation: Outputs the summary in a format ready to be added as an internal note in LiveAgent.
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Workflow process
- Input: Receives Ticket ID or full ticket data.
- Fetch: Retrieves the full conversation history from LiveAgent.
- Filter: Removes system-generated content and isolates relevant messages.
- Summarize: AI generates a structured executive summary.
- Output: Posts the summary as an internal note within the ticket.
See the full range of AI-powered software available in LiveAgent.
Configuration required
- Define the summary structure: Adjust the prompt so the Issue, Resolution, and Open Items format matches how your team actually works.
- Align with internal processes: Customize the tone and level of detail based on how summaries get used, whether that’s for quick handoffs, quality checks, or reporting.
- Test and optimize: Review the summaries the AI Agent generates and refine the prompt over time to improve clarity, completeness, and consistency.
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The cost of AI ticket summary
LiveAgent does not charge any additional fees for setting up this feature. Usage is billed through FlowHunt’s credit-based pricing model, and the cost per ticket is generally low, since each summary involves a single, focused generation task. Your overall expenses will depend on ticket volume and the AI model selected. You can use this guide to estimate your AI costs.
