AI help desk

How Artificial Intelligence can improve help desk management?

AI to streamline help desk with automated ticketing, AI agents, predictive analytics, and sentiment analysis, boosting efficiency and satisfaction.

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Apr 08, 202415 MINS READ

Overview:

As businesses wrestle with the ever-growing expectations of customers in a digitally connected world, the need for innovative and efficient customer support solutions becomes increasingly essential. Integrating artificial intelligence (AI) into help desk management is not just a futuristic concept but a present-day necessity. AI's capacity ranges from handling straightforward customer inquiries through chatbots to employing advanced machine learning algorithms for in-depth data analysis, significantly streamlining help desk operations. In this exploration, we will uncover seven pivotal ways in which AI can enhance your help desk management, thereby elevating the standard of customer support and introducing a new era of efficiency and personalization in customer service.

What is AI help desk management?

AI help desk management is an Artificial Intelligence help desk that employs generative AI and automation into traditional IT Service Management (ITSM) processes to improve the efficiency, effectiveness, and responsiveness of IT service delivery.

AI does this by automating repetitive tasks, improving efficiency and productivity. Data Analysis and Insights driven by AI algorithms can analyze a large amount of data quickly, providing valuable insights for decision-making.

Why integrate AI in help desk management?

AI-powered virtual assistants and chatbots supply important, round-the-clock support, ensuring consistent and prompt responses to user queries.

They also empower intelligent automation and efficiency gains in help desk management workflows. Machine learning algorithms can rapidly evaluate historical data to identify patterns, predict ticket volumes, prioritize, and route incoming tickets for faster resolution.

Employing AI in help desk management allows businesses to streamline operations, enrich customer experiences, and improve agent productivity. It also facilitates quicker response times, slashes costs, and allows support teams to focus on providing high-value support where human expertise is needed.

AI has helped businesses prevent repetitive tasks, boost productivity, offer 24×7 support, and delight customers with the personalized interactions they seek. AI with virtual assistants has taken a lot of pressure off agents’ shoulders, providing more time for them to focus on other urgent tasks. Similarly, AI is also helping support teams by automatically routing, setting priorities, and sorting help desk tickets.

Benefits of AI help desks

The critical benefits of the best hHelp dDesks are:

  • Ensures customer satisfaction.

  • Improves business operations.

  • Empowers customers with self-service.

  • Makes ticket management efficient.

  • Allows better team collaboration.

10 strategies to enhance help desk management using AI

1. Utilize chatbots

A chatbot is a sophisticated computer application that can sustain human-like conversations with website visitors. Bots can be built to generate leads, assist customers, or help internal employees with their queries. Bots can also engage a paid or free text-to-speech tool, enhancing the user experience by transforming text responses into spoken words for seamless communication. They also use text to identify specific words and phrases, share smart responses, and take appropriate follow-up actions.

AI-powered chatbots can process common and repetitive customer queries, providing instant responses and freeing up support agents for more complex issues. But how exactly does it work? AI chatbots exploit natural language processing and machine learning algorithms to fathom and respond to user queries. They analyze text input, identify user intent, extract relevant information, and generate appropriate responses.

The bot also continually learns from each interaction using training data, user feedback, and historical conversations to improve its comprehension and distil its responses, enabling a more personalized and efficient user experience.

Customers can face issues at any time of the day or night, so a 24/7 AI Chatbot can assist in solving frequently asked questions whenever your customers need a response.

2. Incorporate knowledge base articles

A knowledge base is a compilation of resources that allows customers to answer their own questions about your product or service. AI can also create self-service knowledge constructs by automating the process of organizing and updating information. Natural language processing and machine learning algorithms are used to analyze and categorize content, making it searchable and easily accessible to users.

AI can also recommend relevant articles or solutions based on user queries, enhancing your customer experience, and reducing the need for more service agent intervention. A simple example is when a customer types the words “refund policy” in their query, AI can automatically choose relevant refund-related articles, FAQ pages, video tutorials, and share them with the visitor.

Additionally, AI can assist by continuously revising and improving the knowledge base by dissecting user feedback and behavior, ensuring the information provided remains correct and current. This is the ideal approach for ensuring your customers have the most accurate information they need at the moment of their query.

3. Analyze sentiment

AI harnesses natural language processing and machine learning methods to determine the sentiment or emotional tone communicated through text. This action involves probing the text for sentiment indicators, such as words, key phrases, or emojis, and assigning positive, negative, or neutral labels predicated on these indicators. Machine learning models are educated on large datasets with labeled sentiments to learn patterns and make accurate predictions.

Sentiment analysis tools help your business better grasp customer opinions, reactions, and brand perception, allowing you to gain valuable insights, make data-driven decisions, and improve customer experiences.

4. Improve ticket routing

AI can review incoming support tickets and categorize them based on urgency, complexity, or other specific criteria, ensuring faster response times and efficient resource allocation. During the analysis, AI collects historical ticket data, extracts relevant features, trains a machine learning model, and predicts the category and urgency of new tickets.

This aids in assigning tickets to the right teams or agents and ensures timely resolutions, boosting efficiency and customer satisfaction. This is a terrific way to help your agents concentrate their efforts where needed and improve the efficiency of your help desk. The benefits of improved ticket routing are:

  • Regulate large volume requests from a centralized location - An effective help desk ticketing software allows the business to record and regulate incoming support requests. Agents can then influence the system to ease the management of support cases while ensuring that all customer concerns are addressed. Advanced ticketing systems available today also prioritize tickets, enabling support agents to sort requests and determine which they should handle first.

  • Maintains customer support standards - Some ticketing systems can integrate SLAs (service level agreements). SLAs are answerable for stating customer expectations clearly and informing them when their queries will be responded to. Further, your customer support team can utilize SLAs to establish goals they should be working on, enabling them to accomplish outlined service targets and offer the best possible service.

  • Unifies interactions into a single thread - Ticketing systems are designed to operate with minimal effort in the current multiple-channel industry. When delivering customer support to customers through a wide range of channels, your team can leverage the best helpdesk ticketing system to unify customer-related communications into a single thread. With this system, your customers can use any channel to reach your customer support team. All interactions will be logged in the same location, regardless of the channel they employ or the agent they reach.

  • Delivers past customer interactions - According to a recent survey, over 75% of customers believe customer service representatives should be aware of their past purchases and interactions. More than half of the people who participated in the survey stated that only a few customer reps had the data to solve their problems effectively. Service agents can leverage an automated ticketing management system to access all the information of previous communication with each client. This way, the history they require is always readily available, allowing them to offer a smooth customer service experience. Customers do not have to repeat their issues with each new contact.

  • Enhanced agent productivity and efficiency - Automated ticketing systems heighten organization, enabling the agents to handle tickets based on their skill level. Further, they can identify tickets that need fast resolution based on their prioritization. Adopting advanced systems makes the team more productive and efficient, accelerates response times, and leaves little room for error.

  • Fosters smooth and adequate team collaboration - Effective help desk software facilitates ample cooperation among your team of customer service representatives. It provides comprehensive collaboration features like dispatching tickets to more experienced members of the team, incorporating internal messaging, and attaching personalized notes on tickets visible to the support agents only. This shared visibility feature on ticketing systems enables different agents and supervisors to collaborate on the same issue or discuss how to solve issues quickly.

  • Enhanced communication with clients - By centralizing interactions in a single location, ticketing management systems facilitate communication between support agents and clients. Clients can receive the ticket via email and communicate with their assigned agent. When there is a need to transfer the interaction to a different customer rep, the subsequent rep will have the previous communication ready to ease the process.

5. Voice recognition 

AI-powered voice recognition technology has become a common tool for enhancing help desk efficiency. In many large organizations, callers are often greeted by an interactive voice response (IVR) system. This automated phone system not only offers a prerecorded welcome message but also utilizes a menu selection to efficiently route calls to appropriate departments. IVR systems are capable of supporting multi-level menus, which streamline the process of collecting pertinent information and ensure that calls are directed to the most suitable team. Additionally, IVR facilitates self-service options, empowering callers to get answers to straightforward queries or perform specific actions independently. It's also increasingly utilized for secure payment processing, showcasing its versatility and importance in modern customer service operations.

Often, IVR gives the caller the option of speaking or typing their response. Speaking your response is much faster than typing. You can voice an answer three times faster than you can type it, and the result is more accurate.

If you have had reason to call your cable provider recently you probably were greeted by an interactive voice system. The AI bot used your phone number to access your contact information and then used a voice-activated keyword to direct you to the right service department.

Other simple applications of voice recognition include Siri or Alexa. You can use Siri to find a recipe for you while you are cooking or ask Siri to phone your friend or turn on the lights for you.

AI-powered IVR can aid your business to cut costs by automating routine calls such as appointment booking inquiries, order confirmations, and frequently asked questions. Moreover, AI can detect high-empathy calls, prioritize them, and automatically route them to the right agent. IVR can improve your help-desk efficiency by eliminating easily automatable tasks. This is another way AI can prioritize complex calls and assign them accordingly.

Today, speech-to-text conversion is also being applied to compose emails quickly and efficiently, provide helpful notes in the form of transcripts from meetings and events, or provide access without a key.

6. Utilize help desk automation

By using AI helpdesk automation tools, a business can manage customer inquiries and resolve emails, phone calls, tickets, and other support chats. AI is already having an impact on helpdesks, especially for company support teams in HR, IT, or Customer Service roles. Helpdesks powered by AI and automation become smarter because they continuously learn from humans. The best helpdesk automation tools can deflect around 90% or more of the basic questions.

As customers and employees field more questions via chat and email, automating responses that do not require human intervention saves a business a ton of time and money. Instead of adding more help desk agents, automated service desks can manage FAQs and route customers to the right place without ever having to wait for a live chat agent or an email response.

AI can also analyze incoming support tickets and categorize them based on urgency, complexity, or other criteria, ensuring faster response times and efficient resource allocation. The AI collects historical ticket data, extracts relevant features, trains a machine learning model, and predicts the category and urgency of new tickets.

This helps assign tickets to the right teams or agents and ensures timely resolutions, improving efficiency and customer satisfaction. This is a great way to help your agents focus their efforts where needed and improve the efficiency of your help desk.

7. Better agent routing

This feature’s usefulness depends on how many service tickets your business receives. For larger businesses with small teams, managing hundreds of tickets is just not feasible.

AI can route support tickets to the most appropriate support agent based on their expertise and workload, ensuring faster resolution and better customer experiences.

Most businesses are staffed with agents with varying degrees of experience and expertise. Given that fact, it makes sense to route different customers to the agent with the knowledge and skill set to manage the specific call appropriately.

Better agent routing allows simpler queries to be directed to less experienced agents, while more complex issues can be directed to agents with far more experience under their belts. Further, AI and computer analytics can help determine whether a live agent is needed at all even before a call is routed to an agent.

Predictive call routing also helps in reducing hold times, preventing the necessity to pass on customers to another agent, and improving the overall customer experience. Predictive call routing will also produce higher first-contact resolutions, reducing queue, and agent overload, and refining contact center efficiencies. Over time, AI becomes more adept at matching customers or end users to the right agents, allowing for better responses to customers and a more optimal experience.

8. Personalized customer service

Personalized customer experiences play a key role in enhancing customer loyalty as well as increasing referrals for a brand, sometimes driving a customer to make impulse buys and establishing long-term relationships. This can easily be coupled with using customer data for a better grasp of their preferences.

9. AI-powered reporting and analytics

Customer information can be used by businesses to know the specific interests of their customers with a deeper dive into details. AI can process an enormous amount of insight in a matter of seconds. 

10. AI-driven training and onboarding

The onboarding of new employees can be automated with the help of AI, and it can also follow their training progress. It also allows the business to speed up the process of newcomers becoming familiar with the company culture, understanding the customer policies, and gaining the required skills and knowledge to grow in their agent role.

Future applications of AI for help desk management

There already has been a great deal written about how Artificial Intelligence, machine learning, and chatbots are impacting desk management today, but less about the future impact. A look ahead at the advantages in the future includes:

  • Maximizing existing people resources – The technology will predict future workloads and patterns, leading to improved resource planning.

  • Predicting future needs/trends – Identifying and quantifying the demand for new/existing help desk services, or the future levels that will be required.

  • Improved effectiveness of search – learning from previous searches and resulting interactions will lead to more accurate search results and the proactive delivery of self-service solutions.

  • Proactively improve services – As products, services, and target audiences change, predictive analytics will identify future high-impact issues.

  • Identifying and addressing new opportunities to improve – As stated earlier, AI is learning from each encounter and will no doubt uncover future opportunities that have yet to be identified and defined.

How AI can boost help desk productivity 

A few more ways AI can boost your help desk productivity are:

Improved response times

Integrating AI into help desk operations can significantly reduce the time it takes to respond to customer inquiries. AI-powered chatbots and virtual assistants can instantly engage with customers, providing immediate answers to common questions and issues. This ensures that customers aren't left waiting and helps maintain high satisfaction levels. 

24/7 availability

AI systems don't need to rest, allowing them to offer constant support to customers, regardless of time zone differences or off-hours. This round-the-clock availability ensures that businesses can cater to their customer’s needs at any moment, dramatically improving customer experience and satisfaction. It's especially beneficial for global businesses that need to manage customer inquiries from different parts of the world simultaneously.

Language translation

AI-powered language translation can help businesses support a more diverse customer base by providing the ability to understand and respond in the customer's preferred language. This inclusivity can broaden a business's market reach and enhance the customer support experience for non-native speakers.

Writing assistance

AI can also offer writing assistance to help desk agents, ensuring communication is clear, concise, and free of errors. This can be useful in drafting responses to complex customer queries or creating content for knowledge bases. AI can help personalize communication-based on the customer's history, preferences, and behavior, making interactions more engaging and effective.

Process automation

Process automation can replace repetitive and time-consuming tasks, such as ticket categorization, prioritization, and routing. By automating these processes, help desks can operate more efficiently, allowing human agents to focus on tasks that require empathy, judgment, and complex problem-solving. Automation also helps maintain consistency in handling customer inquiries, reducing the chance of human error.

Predictive analytics

AI-driven predictive analytics can analyze past help desk interactions and identify patterns to predict future customer inquiries and issues. This allows businesses to proactively address potential problems before they escalate, improving the overall customer experience. Predictive analytics can optimize resource allocation, ensuring that the help desk is adequately staffed during peak times and that agents are well-prepared for the types of inquiries likely to be received.

Scalability

AI enables help desks to scale their operations efficiently. As a business grows, the volume of customer inquiries is likely to increase. AI systems can easily adjust to handle higher volumes without the need for proportional increases in staff. This ensures that the quality of customer support is maintained even as demand fluctuates or the business expands into new markets.

Conclusion

AI enables you to streamline support with automated resolutions for an exceptional service experience. Push a new level of automation, speed, and availability with an all-encompassing bot. The process revolutionizes information retrieval with relevant ranking, intent, and query understanding in natural language. The advantages of integrating AI into your delivery of help desk interactions can be summarized as

  • Reduces human error - it can significantly reduce errors and increase accuracy and precision. Errors are not only costly but can be damaging to your brand, especially in a B2B interaction.

  • Digital assistance eliminates/prioritizes personnel - Many websites utilize digital assistants to deliver user-requested content and some chatbots are built in a way that makes it difficult to recognize whether you are communicating with a chatbot or a human. AI will eliminate help desk personnel and/or prioritize requests and match inquiries to agent skills and experience.

  • Cost savings - With AI-powered chatbots saving money is a given., You can save up to 60% of your help desk costs. AI chatbots do not require workstations, licensing, or training. They can automate workflows, deal with more customers and end users in less time, and free up staff.

  • More accurate decision-making - Artificial Intelligence does not have any biased views, which ensures more accurate and more timely decision-making.

  • Reduce repetitive tasks - Artificial Intelligence will efficiently automate menial activities and even eliminate boring, repetitive tasks for people, allowing them to concentrate on being more creative.

  • 24/7 availability - Numerous studies reveal humans are productive for only about three to four hours a day. Humans also require breaks and time off to balance their work life and personal lives. But AI can work non-stop without breaks so it is always available. This is a critical benefit as more customers and end users encounter issues outside of prime business hours.

Now that you are familiar with the numerous advantages of integrating AI in help desk management, it's time to take the next step. Start by exploring and integrating AI capabilities to elevate your help desk, and experience a transformed support system for your customers. By adopting Freshdesk, you'll harness the power of AI to automate responses, streamline ticket management, and enhance overall customer satisfaction. Elevate your help desk experience and provide superior support by integrating AI-powered customer service today with Freshdesk.

AI Help Desk FAQ

What is generative AI for help desks?

Generative AI for help desks uses artificial intelligence to autonomously generate human-like responses to customer queries. It leverages natural language processing to understand and accurately address customer issues. Generative AI improves over time, learning from past interactions to offer more relevant support and allowing human agents to focus on complex issues.

How does AI improve help desk operations?

AI can support help desk agents with relevant recommendations and knowledge base articles during customer interactions, improving response accuracy and efficiency.

How does an AI help desk improve response times for customer inquiries?

An AI help desk can automate the initial response to customer inquiries, instantly providing answers to common questions without human intervention. It can then prioritize and route complex queries to the appropriate human agents, reducing the overall wait time for customers. This streamlined process ensures quicker and more efficient resolution of customer issues.

What are the capabilities of the best AI help desk? Is it for your business?

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