How does AI automatically summarize customer conversations and tickets?
SendSeven's AI summaries condense conversations and tickets in seconds: core issue, key points, outcome. Automatically on ticket close or on-demand for active conversations. Summaries can flow into the knowledge base automatically. Cross-channel (WhatsApp + email = one summary). API access for integrations. GDPR-compliant with EU hosting.
Context in seconds.
Not minutes.
Instantly understand long conversation threads. AI automatically summarizes conversations and tickets with the core issue, key points, and outcome.
30 messages to read, before you can reply
A colleague is out sick. You pick up their ticket. 30 messages over three days, spread across WhatsApp and email. Before you can reply, you have to read everything. The customer waits. Again.
For teams with a shared inbox, this is everyday reality. Conversations get handed off, shifts change, vacation cover steps in. Every time, the person taking over has to read the entire history to understand the context.
65% of customers cite having to repeat their issue as their top frustration. And every time an agent spends 5 to 10 minutes reading through a conversation thread, that is time not spent actually solving the problem.
With complex cases involving many messages across multiple channels, the problem compounds. The thread is long, the important details are scattered, and the connections are not obvious at first glance.
AI reads. Your team acts.
AI summarizes conversations and tickets in seconds: core issue, key points, current status. Your team takes over with full context without reading a single message.
Here is how it works: A conversation is closed or a ticket is resolved. The AI automatically generates a summary and displays it at the top of the conversation thread. Alternatively, click 'Summarize' at any time to create a summary for an ongoing conversation.
The summary includes: What was the issue? What key points were discussed? What is the outcome? This way, anyone picking up the ticket can grasp the context in seconds instead of scrolling through messages for minutes.
Optionally, completed summaries flow directly into your knowledge base. This way, the AI learns from resolved cases and can provide better response suggestions for similar inquiries in the future.
Measurable results
Teams using AI summaries work faster and more consistently during handoffs.
Automatic on close
Enable 'Auto-summarize on close' in your settings. Whenever a ticket or conversation is closed, the AI creates a summary with the core issue, key points, and outcome.
- Automatic summary when a ticket or conversation is closed
- Summary appears at the top of the conversation thread
- Core issue, key points, and outcome at a glance
- Searchable across the platform
On demand, one click
For ongoing conversations too: click 'Summarize' and the AI instantly creates a summary of the thread so far. Ideal before a handoff, after time off, or when a long conversation gets unwieldy.
- Summary for ongoing conversations with one click
- Ideal before handing off to a colleague
- Helpful after vacation or sick leave
- Works across channels (WhatsApp + email = one summary)
Resolved cases become knowledge
Optionally, summaries of completed tickets flow directly into your knowledge base. The AI learns from real support cases and can provide better response suggestions for similar inquiries in the future.
- Automatically add summaries to the knowledge base
- AI learns from resolved cases for future suggestions
- Knowledge is preserved even when team members leave
- Activation: 'Summarize and add to knowledge base'
Summaries via API
Generate and retrieve summaries programmatically. Three endpoints cover conversations, tickets, and retrieval. Ideal for integrations with CRM, BI tools, or internal dashboards.
- POST /conversations/{id}/summarize: Generate conversation summary
- POST /tickets/{id}/summarize: Generate ticket summary
- GET /conversations/{id}: Retrieve conversation with summary
- JSON response for easy integration
ROI in numbers
What this looks like in practice
An e-commerce company with 25 employees handles 120 tickets daily across WhatsApp and email. Three support agents work in shifts. Every shift change means reading 15–20 open tickets, grasping context, then replying. With AI summaries: shift handoff takes 5 minutes instead of 45, because every ticket has a 3-sentence summary.
Typical scenario based on industry data
1-click activation
Turn on AI summaries and you are done.
Enable
Turn on 'Auto-summarize on close' in your settings.
Use
Close tickets or click 'Summarize'. The AI creates the summary in seconds.
Build knowledge
Let summaries flow into the knowledge base. The AI learns from resolved cases.
Step-by-step guides for setup via the platform or API.
Platform guide: Step by step
Access AI summaries from conversations and tickets:
Enable Auto-Summarize
Go to Settings > Tenant Settings. Enable "Auto Summarize on Close" to automatically generate summaries when conversations are closed.
Manual Summarization
In any conversation or ticket, click the "Summarize" button in the header to generate an AI summary on demand.
View Summary
The summary appears at the top of the conversation or in the ticket details. It includes the main issue, key points, and resolution.
Search Summaries
Use the search feature to find conversations by summary content, making it easy to locate past issues.
API reference: Developer access
Trigger and retrieve AI summaries programmatically.
| Method | Path | Description |
|---|---|---|
| POST | /api/v1/conversations/{id}/summarize | Generate summary for conversation |
| POST | /api/v1/tickets/{id}/summarize | Generate summary for ticket |
| GET | /api/v1/conversations/{id} | Get conversation with summary field |
await fetch('https://api.sendseven.com/api/v1/conversations/conv_123/summarize', {
method: 'POST',
headers: {
'Authorization': 'Bearer YOUR_API_TOKEN',
'X-Tenant-ID': 'YOUR_TENANT_ID'
}
});
console.log('Summarization triggered');const response = await fetch(
'https://api.sendseven.com/api/v1/conversations/conv_123',
{
headers: {
'Authorization': 'Bearer YOUR_API_TOKEN',
'X-Tenant-ID': 'YOUR_TENANT_ID'
}
}
);
const conversation = await response.json();
console.log('Summary:', conversation.summary);Frequently asked questions
What does an AI summary include?
Three parts: core issue (what it was about), key points (what was discussed), and outcome (how it was resolved or what the current status is).
Are summaries generated automatically or manually?
Both. 'Auto-summarize on close' creates summaries automatically when a ticket is closed. You can also click 'Summarize' at any time for ongoing conversations.
Can summaries feed into the knowledge base?
Yes. Optionally, summaries of completed tickets are automatically added to the knowledge base. This way, the AI learns from real support cases.
Is there an API for summaries?
Yes. Three endpoints: generate conversation summary, generate ticket summary, and retrieve conversation with summary.
How much do AI summaries cost?
AI summaries are available from Professional (€79/month), with unlimited users and no per-user fees. AI usage is billed per use (about €0.01 per AI response). Try free for 14 days. View pricing.
Context in seconds, not minutes
Activate AI summaries. Handoffs become seamless and your team is ready to act immediately.