use cases

Triage Support Tickets and Draft Replies with AI and Gorgias

How AI agents triage tickets, draft replies for review, add internal notes, and escalate inside Gorgias. Cut first-touch time from hours to minutes.

· 7 min read · Sprigr

Service businesses live and die by customer support. E-commerce stores, field-service companies, subscription platforms. The inbox fills up with the same types of tickets every day: order status enquiries, warranty claims, booking changes, refund requests, and complaints.

Most teams handle these manually. Staff read each ticket, figure out what it's about, look up the relevant information, type a response, and update the record. Multiply that by dozens or hundreds of tickets a day, and you've got a team spending most of its time on repetitive work instead of solving genuinely complex problems.

AI agents integrated with Gorgias change that. Tickets sync into Sprigr, the agent triages them, drafts replies from your knowledge base, adds internal notes, and escalates complex issues to the right person. Your team reviews the drafts and sends them. Internal notes and tags flow back to Gorgias. Triage happens in seconds rather than hours.

The support ticket problem

The numbers are familiar to anyone running a support team. Average first-response times measured in hours. Resolution times stretching across days. Customer satisfaction scores that drop with every hour of waiting. Staff burnout from answering the same ten questions over and over again.

The root cause isn't a lack of effort, it's a structural problem. In our experience, human agents spend most of their time on tickets that follow predictable patterns and have straightforward answers. That leaves less time and energy for the tickets that actually require human judgement, empathy, and creative problem-solving.

Gorgias already centralises your support channels into a single helpdesk. AI agents take it a step further by doing the predictable prep work (classification, context gathering, drafting) so your human team spends its time on the reply itself.

How AI agents work with Gorgias

AI agents connect to your Gorgias account via the API. Tickets sync into Sprigr, the agent works them, and internal notes, tags and status changes flow back to Gorgias. Here's what they can do:

Auto-triage and categorisation

The moment a ticket arrives, the AI agent reads the message content and classifies it. Is this an order status enquiry? A warranty claim? A billing question? A complaint that needs immediate attention?

Based on that classification, the agent applies the right tags, sets the priority level, and routes the ticket to the appropriate queue or team member. Urgent issues, like a service outage or a high-value customer complaint, get flagged and escalated immediately. Routine questions enter the draft-reply workflow.

This triage happens in seconds. No more tickets sitting unread in a shared inbox while someone manually sorts through the queue every morning.

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Knowledge-base-powered draft replies

Most support teams already have the answers to common questions documented somewhere: in help articles, FAQ pages, internal wikis, or standard operating procedures. The problem is that staff still have to find the right answer and type it out for each ticket.

AI agents solve this by connecting directly to your knowledge base. When a customer asks about return policies, shipping timeframes, or how to reset their account, the agent pulls the relevant information and drafts an accurate, contextual reply as an internal note on the ticket. It isn't a generic template; it tailors the answer to the customer's specific situation using their order history and account details.

Your support team reviews the draft, edits if needed, and sends it from Gorgias. Sprigr does not reply to customers on its own; the approval gate before send is the pattern, and low-confidence drafts are flagged so the reviewer knows to look closer.

Escalation rules that actually work

Not every ticket should be handled by AI. Complex complaints, sensitive situations, and edge cases need a human touch. The key is routing those tickets to the right person without delay.

AI agents handle escalation based on rules you define in plain language. For example:

When an escalation happens, the agent includes a summary of what it's already done: what it identified, what information it gathered, and why it escalated. The human agent picks up with full context instead of starting from scratch.

Ticket lifecycle automation

Beyond triage and responses, AI agents manage the entire ticket lifecycle inside Gorgias:

The result is a support operation that runs consistently, whether it's 2pm on a Tuesday or 3am on a public holiday.

Metrics that improve immediately

Deploying AI agents alongside Gorgias can improve the numbers that matter:

Getting started

If your support team is spending most of its time on tickets that follow predictable patterns, AI agents integrated with Gorgias are worth exploring. The setup connects to your existing Gorgias account so tickets sync in and internal notes flow back, uses your existing knowledge base, and starts with the ticket categories you choose. No coding required.

Start with a single category, like order status enquiries, and expand from there as you see results and build confidence in the system.

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