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How an AI ticketing system will transform your business in 2025

Alicia Schneider 11 min read
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Customer service teams rely on ticketing systems to handle and sort incoming customer requests. Traditional ticketing systems require a lot of human intervention to sort through hundreds or even thousands of new tickets, which can lead to delayed responses and unhappy customers.

With the introduction of artificial intelligence (AI) to ticketing systems, support teams can get more control over incoming service requests and use AI ticketing automation and smart actions to route tickets to the right agents. This results in more efficient customer service workflows and more satisfied customers.

This blog post will take a closer look at AI ticketing systems and guide you through their benefits and challenges and how a customer service software solution like monday service offers advanced AI and automation features to make managing tickets easier than ever.

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What is an AI ticketing system?

AI is helping customer service teams automate their ticking systems through software that allows them to make managing customer support tickets a seamless experience.

Using AI, modern ticketing systems can instantly sort each incoming ticket into a category, determine the priority level, and route it to the right agent.

Unlike traditional ticketing systems, these platforms can also analyze the content of each request and determine factors like urgency or relevance.

Why is an automated AI ticketing system important?

With an AI ticketing system, customer service agents don’t have to manually sort through incoming inquiries and can save time on the administrative side of handling each request while boosting service quality. It also helps from a customer satisfaction perspective as incoming requests are responded to more quickly and accurately when routed to the right agent.

AI-powered algorithms can also be used in a ticketing system to provide instant responses to common issues, clearing out lower-priority customer inquiries for more complex ones that require special attention.

The benefits of AI-based ticketing systems

AI has the power to dramatically improve any team’s service desk standards compared to traditional systems. Thanks to advanced AI workflows that enhance productivity, response times, data collection, and other important service factors, service teams can work more efficiently while focusing on shared goals without significantly increasing budgets or workforce needs. Here’s a more detailed look at some of the core benefits of using an AI ticketing platform for customer support.

Shortened customer response times

AI ticketing removes a lot of manual processes and repetitive tasks so that human agents can improve ticket resolution time and the customer experience from start to finish. According to a report, 60% of support leaders were most excited about using AI for faster response times. AI can help customer support teams work quicker to meet customer expectations by automating routine tasks such as:

  • Routing requests to the right agent
  • Creating automated responses to common issues
  • Speed up drafting responses to common queries
  • Pull knowledge base articles for both AI-powered chatbots and human agents

Boost agent productivity

monday service productivity

Using AI in your ticketing process is like having another set of super speedy eyes looking over all incoming tickets before they even get to a support agent. AI ticketing systems can speed up the process of routine tickets, freeing up your agent’s time to focus on more productive tasks, like responding to urgent messages and providing excellent service to high-priority accounts.

Easy to scale

With AI, gone are the days of drastically increasing your manpower during busy seasons. Instead, AI systems can help you handle the higher volume using bots and algorithms to handle all those extra inquiries. Not only that, but AI-powered systems can also help by offering customers self-service options throughout different touchpoints, proactively helping them when they’re stuck so that they don’t clog the pipeline with support tickets.

Collect data and insights

monday service dashboard

Manual systems just don’t have the data-collecting capabilities that AI platforms offer. These advanced systems can continuously skim important data from the content of each support ticket and customer interaction to help track metrics like customer sentiment, customer behavior, response time, satisfaction, and more. With a constant flow of real-time customer insights, support leaders can offer more targeted employee training and identify trends that can lead to improvements in business processes.

Automate workflows

AI-based ticketing systems can help teams automate internal processes and routine tasks, such as notifying team members in different departments when their attention is required on a ticket. It can also help send reminders and follow-ups to customers if support is awaiting a time-sensitive response, or to agents so that customer tickets don’t fall through the cracks.

Reduce costs

All of the benefits of AI-powered ticketing systems, like quick responses, automations, and gathering data, allow companies to reduce costs by removing redundancies and outdated manual labor. When teams can still operate at a high standard without expanding manpower, they can save on labor costs. Not only that, but the insights that come from AI in support ticketing empower support leaders to improve resource allocation, such as better forecasting during busy or slow periods to schedule team members accordingly.

Challenges of AI ticketing systems

The benefits of AI ticketing systems can be a real game changer, especially for small or medium-sized teams who want to grow sustainably. That said, there are still a few challenges that can introduce unique hurdles to adopting these new technologies. These challenges can be overcome with the right planning and preparation, but it’s important to stay aware of them so you can manage expectations.

Training AI

It’s essential to have diverse sets of data so that the system can deliver accurate results based on a wide range of complex issues. This raises the issue of data that’s biased, inaccurate, or too narrow, which can lead to AI tickets getting mismanaged and directed to the wrong agents.

Data quality

Training your system on a lot of data isn’t enough. The data needs to be of a high quality as well to influence how AI ticketing systems will react to more complex incoming customer inquiries. Poor quality data can lead to a negative user experience and even liability concerns if customers are given responses that are inaccurate and don’t match their inquiries.

Requires maintenance and adjustments

Since quality data is critical to a functional AI platform, it’s important to constantly adjust, update, and optimize the data it learns from. These complex systems need proper maintenance to stay accurate over time. This can be time-consuming for companies and especially smaller teams who need to dedicate time and resources to enhancing performance.

Security concerns

As with any system, it’s important to make sure the data that’s gathered is handled responsibly and with close attention to industry standards and regulations. When it comes to AI systems that scan vast amounts of data, it can be harder to stay on top of data security, which is why it’s so important to establish data security standards and regulations that every team member is aware of.

Integration with existing systems

With any new technology, integration with existing systems can be a challenge. Your team likely has platforms they’re already familiar with, such as a Customer Relationship Management (CRM) platform or service management software, and connecting a new AI ticketing system can be confusing and expensive. Look for a customer service platform with AI ticketing features like monday service that offers seamless integration capabilities with the most popular applications so that your workflows are enhanced rather than disrupted.

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monday service AI ticketing solutions and key features

Finding the right AI ticketing system for your business can be a challenge in and of itself. There are tons of options out there for automated ticketing software, so understanding which to choose is often a complex decision. Your best bet is to opt for a well-rounded system that’s robust enough to handle AI ticketing yet simple enough for our team to adopt, like monday service.

monday service is an out-of-the-box solution packed with essential features that empower teams to improve service workflows through smart automations and AI. Aside from its AI features that make ticketing a seamless experience, monday service also offers several other essential tools. There are advanced features to get actionable insights and predictive analytics to identify service trends, hundreds of integrations with applications you already use, and streamlined communication and collaboration functions to keep your team on the same page.

Let’s take a closer look at some of the best automation and AI features monday service has to offer.

Automatic ticket classification

monday service automations

Using AI, monday service can automatically classify and categorize each ticket as it comes in. Sort tickets by type, urgency, department, sentiment, and other factors to make sure you’re always prioritizing customer requests in the most efficient way possible.

Knowledge base AI assistance

monday sevice knowledge base

AI assistance can pull relevant content from a knowledge base to provide to agents so that they can access information and knowledge base articles instantly to quickly resolve customer tickets. With monday service’s AI assistance, agents can minimize escalations and delays and provide customers with more accurate information.

Smart ticket routing

monday service ticket routing

Create smart automations to speed up ticket handling and cut out manual and repetitive tasks. With monday service, you can build your own no-code automations to instantly assign incoming tickets to relevant teams or agents, set notifications, trigger reminders, and a lot more.

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The future of AI ticketing

As AI technology continues to evolve, we can expect to see even more workflow automations that help support teams resolve complex issues quicker than ever before. In the future, AI ticketing systems are likely to help customers by providing even more self-help options and personalized responses. For now, platforms like monday service are a great place to start for support teams looking to leverage the power of AI ticketing alongside smart automations for more productive and reliable customer service operations.

FAQs

AI ticketing systems help human agents sort through incoming customer queries, making it easier for them to respond to urgent or high-priority items quickly. However, these systems should be managed and overseen by human agents, and in certain cases, human touch will be needed to resolve specific issues.

An AI system for ticketing isn’t the same as a CRM. A CRM helps teams handle all aspects of customer relationships, from leads to conversions and beyond, while a ticketing system serves customers who send in requests and inquiries. That said, AI ticketing systems and CRMs can work together to provide more well-rounded customer support.

AI ticket management helps teams improve operations by fielding and sorting customer service requests in a way that traditional systems can’t. With AI, ticketing tools can automate a lot of manual and repetitive work, clearing the way for agents to spend more time on solving larger customer issues and leading to faster response times.

Alicia is an accomplished tech writer focused on SaaS, digital marketing, and AI. With nearly a decade of writing experience and a degree in English Literature and Creative Writing, she has a knack for turning complex jargon into engaging content that helps companies connect with audiences.
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