mazdek
Customer Service Customer Service

Ticket Resolution Agent

AI agent for automatic ticket classification, prioritisation, and resolution. Drastically reduces processing time and increases customer satisfaction.

65% faster ticket processing
Ticketing AI Classification Auto-Resolution SLA Management

65%

Faster Processing

40%

Tickets Auto-Resolved

99.2%

Classification Accuracy

24/7

Availability

About This Solution

How Does the Ticket Resolution Agent Work?

The Ticket Resolution Agent revolutionises your customer service through intelligent automation. It analyses incoming support tickets in real-time, classifies them by category and urgency, and automatically routes them to the right teams.

Through machine learning, the agent recognises patterns in recurring requests and can resolve many tickets fully automatically. For more complex cases, it prepares all relevant information for your service staff and suggests proven solution approaches.

Integration with your existing ticket system is seamless. Whether Zendesk, Freshdesk, Jira Service Management, or a proprietary system — our agent adapts to your infrastructure, not the other way around.

Features

What This Agent Can Do

Intelligent Classification

NLP-based analysis automatically categorises tickets by topic, product, and priority with over 94% accuracy.

Auto-Resolution

Common requests are automatically resolved with personalised responses — without human intervention.

SLA Monitoring

Real-time monitoring of all Service Level Agreements with automatic escalation when breaches are imminent.

Sentiment Analysis

Automatically detects frustrated or angry customers and prioritises their requests accordingly.

Examples

How It Works in Practice

1

Password Reset Request

""I forgot my password and can't log in anymore. Please help me.""

Agent identifies request as "Password Reset", automatically sends reset link and closes ticket after confirmation.

2

Technical Issue with Escalation

""Your app has been crashing constantly since the last update. This is unacceptable for a paid product!""

Sentiment analysis detects frustration, prioritises high, collects device information and forwards to senior support.

3

Invoice Query

""Could you please resend me last month's invoice?""

Agent accesses customer database, generates PDF and automatically sends via email — ticket resolved in 12 seconds.

FAQ

Frequently Asked Questions

Which ticket systems are supported?
We integrate seamlessly with Zendesk, Freshdesk, Jira Service Management, ServiceNow, Salesforce Service Cloud, and HubSpot Service Hub. Custom systems can be connected via our API.
How does the agent learn new resolution patterns?
The agent uses supervised learning based on historical ticket data and agent feedback. Every resolved ticket improves model accuracy. Additionally, you can define explicit rules and solution templates.
What happens with tickets the agent cannot resolve?
These are automatically forwarded to human agents, along with all collected information, similar resolved cases, and solution suggestions. This saves your staff valuable research time.
How are SLA escalations handled?
The agent monitors all SLA deadlines in real-time. At 75% of the deadline, an internal warning is issued; at 90%, automatic escalation to team leads; and upon breach, immediate notification to management.

Interested in This Solution?

Let's discuss together how the Ticket Resolution Agent can transform your support operations.