How is Agentic AI changing the role of customer service agents?

Agentic AI is fundamentally changing the role of customer service agents, automating routine tasks and allowing employees to focus on more complex, strategic work. These intelligent assistants not only take over simple questions, but think and make decisions independently. This shifts the focus from reactive answering to proactive advising and relationship management.

What is Agentic AI and how is it different from ordinary chatbots?

Agentic AI consists of self-thinking digital assistants that make complex decisions and perform actions without human intervention. Unlike traditional chatbots that provide pre-programmed answers, these systems analyze situations, ask follow-up questions and adjust their approach on a per-customer basis.

Ordinary chatbots follow a fixed script with limited response options. They can only respond to specific keywords and quickly refer to a staff member for anomalous questions. Agentic AI, on the other hand, understands context, learns from previous interactions and can independently solve problems that previously required human intervention.

The technological differences are significant. Traditional chatbots use simple, rule-based logic, while Agentic AI works with sophisticated machine learning algorithms. These systems can process natural language, recognize emotions and even anticipate customer needs by analyzing behavioral patterns.

What tasks will AI assistants take over from customer service agents?

AI assistants automate routine customer inquiries, administrative actions and simple problem solving. They answer common questions, look up customer information, process status updates and perform basic transactions, such as address changes or billing inquiries.

Concrete real-world examples include checking account balances, scheduling appointments, sending confirmation e-mails and updating customer profiles. These systems can also diagnose technical problems by guiding customers through a series of questions and automatically offering solutions.

In addition, AI assistants take over initial customer contact via phone, chat and e-mail. They categorize incoming questions, gather relevant information and determine whether referral to a specialist is necessary. This ensures that human assistants handle only the complex cases that truly require their expertise.

How is the daily work routine of customer service employees changing?

The work routine shifts from reactive answering to proactive advising and strategic customer support. Employees spend less time on repetitive questions and more on complex problem solving, relationship maintenance and identifying sales opportunities.

Where employees used to fill their day with dozens of standard questions about opening hours, invoices and procedures, they now focus on challenging situations that require creativity and empathy. They become consultants who help clients make important decisions and provide long-term solutions.

Work planning becomes more flexible as AI assistants handle peak workloads. Employees can focus on project-based work, such as improving processes, developing new service concepts and maintaining relationships with key customers. This makes the work more varied and intellectually challenging.

What new skills do customer service agents need?

Employees must master AI collaboration, learning when to trust the system and when human intervention is needed. Data interpretation becomes essential to understanding and applying AI-generated insights to customer conversations.

Emotional intelligence is becoming more important as employees focus on situations where empathy and understanding are crucial. They must recognize complex emotions, de-escalate conflict and build trust in tense situations that AI cannot adequately handle.

Strategic thinking is developing as a core skill. Employees analyze customer needs at a deeper level, identify trends and contribute to business strategy. Practical tips for development include taking data analysis courses, practicing complex interviewing and learning to work with AI dashboards and reports.

Will customer service jobs be replaced or enriched by AI?

Customer service jobs are enriched rather than replaced, with AI taking over the repetitive aspects and creating space for more strategic and relational work. The number of jobs may decrease, but the remaining functions will become substantially more valuable and interesting.

New roles are emerging, such as AI trainers who teach systems to recognize business-specific situations, and customer experience analysts who use AI data to identify service improvements. These roles require a combination of technical knowledge and customer insight.

AI enhances human capabilities by providing employees with real-time information, suggested responses and customer history. This allows them to respond faster and more accurately while focusing on the human aspects of customer service, such as empathy, creativity and complex problem solving that machines cannot provide.

How Pegamento helps transform to AI-enabled customer service

We offer Agentic AI solutions that integrate seamlessly with existing customer service processes. Our self-thinking assistants evolve from traditional, executive bots to intelligent agents who take initiative and handle complex customer interactions independently.

Our approach combines proven standard building blocks into customized solutions without costly customization. Clients get everything under one roof: from development to implementation and ongoing support. As an ISO 27001-certified company, we guarantee the highest security standards.

Key benefits of our Agentic AI transformation:

  • Automation of 60-80% of routine customer queries
  • Increased employee satisfaction through focus on challenging work
  • 24/7 availability without additional staff costs
  • Consistent service quality across all channels
  • Real-time insights for continuous process improvement

Find out how we can transform your customer service team. Contact us for a no-obligation discussion about the possibilities for your organization.

Frequently Asked Questions

How long does it take to implement Agentic AI into our existing customer service?

Agentic AI implementation takes an average of 6-12 weeks, depending on the complexity of your existing systems and processes. We start with a pilot for specific use cases and gradually expand to full integration. Our approach ensures minimal disruption to your daily operations during the transition phase.

What happens to employees who struggle with the new AI tools?

We provide comprehensive training and guidance for all employees, including individual support for those who need more time. Our experience shows that most employees become comfortable with the new tools within 2-3 weeks. For employees seeking more challenge, we create development paths to specialized roles.

Can customers still contact a human assistant directly?

Absolutely. Customers can always opt for human assistance, and our system automatically recognizes when a situation is too complex for AI. We ensure seamless transfer between AI and human assistants, preserving all conversational history and context for an optimal customer experience.

How do you ensure the AI reflects our company's specific tone and values?

During implementation, we train the AI with your company-specific communication style, values and procedures. We analyze existing customer interactions and align the AI personality with your brand identity. In addition, we provide ongoing monitoring and adjustment to ensure consistency.

What is the cost of Agentic AI compared to traditional customer service?

Although the initial investment is substantial, most clients see a positive return on investment within 12-18 months due to lower staffing costs and increased efficiency. The exact cost depends on your organization size and desired functionalities. We offer transparent pricing models with no hidden costs.

How do you handle privacy and data protection in the AI systems?

As an ISO 27001-certified company, we maintain the highest security standards and are fully AVG-compliant. Client data is stored and processed encrypted within Dutch data centers. We implement strict access controls and perform regular security audits to ensure optimal protection of your data.

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Joost Schaap-Account manager Pegamento

Joost Schaap

Senoir Account Manager

When a customer contacts an organization because they have a complaint, it is crucial that the employee of the organization begin by listening carefully. What does this complaint mean for the customer and also for their own organization? How can this complaint be resolved? After listening carefully the employee needs the right information so that a solution can be offered.

This piece was written by Joost Schaap, working as an Account Manager at Pegamento.

Tim Treurniet-AI developer Pegamento

Tim Treurniet

Designer of Intelligent Systems

Real childhood heroes I never had. But in retrospect, I believe figures like Willie Carrot or Dexter’s lab may have had an influence on me. I get energy from actually making innovative and useful products myself. Nothing like seeing the effect of a project that automates a boring task, or makes a complex process suddenly accessible.

A nice bridge to my photograph is the physical aspect of my work. By working with image recognition, I am often very directly connected to the physical world and my work is more than just programming. For example, our image recognition software ensures safety on bridges, tracks players on a soccer field or uses your own smartphone to accurately measure yourself. This combination between physical and digital provides variety and extra challenge. For me, these are the main reasons for my interest and enthusiasm in what I do!

This piece was written by Tim Treurniet, employed Designer of intelligent systems at Pegamento.

Vera van der Plas-UI-UX designer

Vera van der Plas

UI/UX Designer

As a UX/UI designer, I deal daily with transforming complex data into user-friendly visualizations. All of this topped off with a digital lick of paint which should attract the visitor’s attention to take action.

One of the interesting aspects of this field I find the effects that small tweaks, both textual and visual, can have on conversion. The psychological impact that a simple background color of a CTA button has on our behavior is huge. After all, that color can determine whether or not you are going to buy that product.

What we see and how our brains process and interpret this information fascinates me. The possibilities of subconsciously pointing potential customers in your chosen direction are endless. I hope to apply my expertise more often within our solutions in the future.

This piece was written by Vera van der Plas, working as a UX/UI Designer at Pegamento.

Fouad Rahaoui-Finance Pegamento

Fouad Rahaoui

Financial Controller

A Financial Controller within a company should not only be an expert in Finance. You must also have knowledge of the latest IT developments. Because these are also moving very quickly in the world of Finance.

At Pegamento, I can learn all about the latest IT developments. Like the latest development in the field of Machine learning and deep learning.

Through these application areas, as Financial Controller, I can further automate the financial business processes within Pegamento and implement improvements for the automatic processing of financial data.

This piece was written by Fouad Rahaoui, working as a Financial Controller at Pegamento.

Ernst Vegter-Business consultant Pegamento

Ernst Vegter

Business Consultant

Hospitality is one of my deepest motivations.
Not surprisingly, of course, customer service is a common thread in my career. Aspects of hospitality is being able to connect, to facilitate but mainly to make someone feel genuinely welcome. My intuition is my greatest asset to be able to put myself in the shoes of a guest. A customer is my guest.

Fed by various senses, an image forms around the client. I listen to what is being said, watch facial expressions, taste the underlying tone and get a feel for the challenge to be addressed. An image literally forms on my retina. I have to be able to see it. If I can see it, I can create it.

In this, the trick is to pursue simplicity, give the client a warm feeling that the problem is understood, receive good advice, facilitated and carefully guided to the solution. Trust, connect and unburden.

The feeling when a guest arrives at your hotel after a long tiring journey, can sit in front of the fireplace, be handed a good glass of wine and stare carefree at the fire. My guest knows it will be okay.

This piece was written by Ernst Vegter, working as a Business Consultant at Pegamento.

Gunisch-AI developer Pegamento

Gunish Alag

AI Developer

A picture is worth a thousand words, is an expression most of us have heard. We see a lot of things around us on a daily basis and subconciously have the ability to recognize and understand them. This ability of humans to me seems bizarre.

As a computer vision developer at Pegamento that is what I do, break down complex problems and turn them into solutions using images by meticulously extracting useful data.
With the world moving forward and new technologies emerging, complicated problems which were difficult to solve a decade earlier suddenly seem possible and viable. The future is full of new challenges and I look forward to them.

This story is written by Gunish, working as an AI developer at Pegamento.

Ewold Jansen-Service engineer Pegamento

Ewold Jansen

Service & Support Engineer

Hearing the wishes a customer has or the problems a customer is facing is important in order to then be able to help them properly. In both cases, I help find the right solution.

When the customer comes to us with a desire, they don’t know what all the options are. In this I advise them to make the right choices. When problems arise, listening to them is important. For example, a problem arises from a wrong action. By communicating well in this, many problems can be solved quickly by explaining it well. Through poor communication, a small problem can become very big.

This piece was written by Ewold Jansen, working as a Service & Support Engineer at Pegamento.

Andre Glasbergen-Scrum master Pegamento

Andre Glasbergen

Scrum Master

After completing my studies, I started working as a developer at a young Pegamento with a lot of ambition and enthusiasm. In the first years I learned all about process automation, now better known as RPA. I often had to rack my brains to convert the work instruction into a logical function, with not too many If-statements, so that the robot could perform the work.

I developed further and went to work as a consultant. Listening well to the customer and supporting in the pre-sales phase of projects. Executing projects and listening suited me very well. It was a small, but logical, step to now work as a Scrum Master and Project Manager. I have been supervising projects for a few years now. Such as RPA, Cloud applications and AI, according to the Human lead agile approach, We build this with a large team of specialists.

This piece was written by André Glasbergen, working as a Scrum Master at Pegamento.

Ensar Ari-IT engineer Pegamento

Ensar Ari

IT Engineer

Good communication between customer and organization is very important. As an organization, you naturally want to be easily accessible to your customers. Either via social media channels or via the old familiar telephone. Often organizations do not know exactly how they want their telephone line set up. That is why I like to help them think along and give them ideas. I believe there is a solution to every problem. But sometimes you just need someone who looks at the situation a little differently.

This piece was written by Ensar Ari, working as an IT Engineer at Pegamento.

Nini Heerings-Chief Happiness Officer Pegamento

Nini Heerings

Chief Happiness Officer

“You get to know someone better by playing for an hour than by talking for a year.”

This quote from Plato is totally hitting home for me. That’s why I like to connect people through play. Because while playing, you are totally on, all your senses at work.
In my great role as Chief Happiness Officer, I want to do that by connecting colleagues with each other and with the organization. In a creative and playful way that suits Pegamento.

When I’m not at work, I also enjoy connecting people. I do this by organizing The Playground, where adults play games you used to play in the schoolyard, gymnasium or neighborhood playground. The pure feeling of fun, total relaxation and no thoughts of anything but playing. That feeling is the goal.

This piece was written by Nini, working as Chief Happiness Officer at Pegamento.

Ger Koedam-Communication & Marketing Pegamento

Ger Koedam

Marketing & Communications

How can I help you? That’s pretty much the first question I ask when talking to people who are curious about our services. In such a conversation, the use of senses is very important. Because not everyone is the same. One person thinks in images, while for another words are important or how something feels. For me, sight and hearing are the most beautiful senses, because both eyes and ears absorb information and can convey or process emotions.

Why hearing? Because listening is essential in contact. And it’s the key to unlocking valuable insights.

I developed this skill early on. As a child, I enjoyed radio plays on the radio, bringing the stories to life in my head.

Pim Ritmijer-Software developer Pegamento

Pim Ritmeijer

Software Developer

Programming is more than just “code knocking. For me, listening to what the customer wants and visualizing that is an important part of software development.

Actively listening to a customer to understand the customer’s full story is crucial before building a solution. When you understand a customer’s story, you can think together about a solution that truly helps the customer.

Visualizing solutions is the next step for me. What will be the route we will climb to get to a solution? What challenges are we going to face to get to the top?

Like climbing, good preparation is valuable. Even though you can’t prepare for everything, preparation helps make the application fit the client’s needs as well as possible.

What a beautiful and fascinating profession programming is.

This piece was written by Pim Ritmeijer, working as a Software Developer at Pegamento.

Denise Verhoef-Software developer Pegamento

Denise Verhoef

Software Developer

Hearing is something you do a lot of as a programmer but also thinking, for example, when you are tasked with putting together a customer need. If the customer wants a function for his application, it is important that as a programmer you think carefully about which functions are functional and which functions are not. In this way, you will put together the most functional application possible and the customer will have a good end product. Turning needs into code into functionality is something I find interesting.

I am currently doing an internship at Pegamento and studying Software Developer. I get a lot of information that you have to process and apply. The nice thing about this is that you can learn new things but also that you can experience how it works in real business. I started this training last year and knew nothing about programming beforehand. Now I can find my own way with programming and I enjoy working with it. That you can get from a blank page to a functional application through code is cool!

This piece was written by Denise Verhoef, working as a Software Developer intern at Pegamento.

Remco Pabst-Business consultant Pegamento

Remco Pabst

Computer Vision & AI Lead

Using innovative software technology for people or business to make “things” easier and smarter is really a driving force. That’s why the connection between the senses appeals to me the most. Our brains connect the senses just like a business process connects people, systems (data) and logic. They register and trigger an action, exactly how it should be in an optimal workflow. Very cool what is already possible today when we add a lot of computational power to that as well.

Hearing also means a lot. Not because I like to listen to Jazz, Soul, Deep House or Focus-like music every day AND have to be able to listen well to interpret a wish or pain point, but more because not everyone can have all the senses at their disposal. Think of him or her with a visual impairment. The fact that in close cooperation we were able to apply AI, TTS/STT technology (which is still in development) for this often underserved group of people in today’s digital world and to improve the interaction and experience with it gives me a lot of energy and meaning to what I try to do with technology; create value.

This piece was written by Remco, working as a Business Consultant at Pegamento.

Thomas de Wolf-Vision Engineer Pegamento

Thomas de Wolf

R&D Director

Once when I had to choose which study I was going to do, I had a hard time making that choice. I was interested in engineering, but what I most wanted to do was just work with a team toward a common goal.

To this day, that is still what I love doing most. The technology has become image recognition and the team the computer vision department of Pegamento. So it’s logical that in terms of sense, I end up with “seeing. By using our image recognition solutions to see things in the real world, our entire team solves relevant problems for our customers. And because of the variation in customers, the places where our solutions end up are never the same. For example, one moment I am in the control room of a bridge and the next day I am on a production line for sandwiches or between the fences of a TBS clinic.

This piece was written by Thomas de Wolf, working as a Computer Vision & AI Lead at Pegamento.

Rob Roode-Research Development

Rob Roode

Research & Development

Recognizing and automating patterns. Tasks we are constantly working on when implementing our robots at Pegamento. My 2 Drentsche Patrijshonden are hunting dogs and certainly not robots. The hunting instinct and intuition is basically in their genes. Continuing to offer new forms of training has taught them to recognize and act independently in hunting situations. Even “unsupervised,” even if I’m not around.

But when you try to teach a brain something, it also starts to see things you don’t expect. Dogs pick up on the slightest deviation in your voice or directions. To start recognizing that and correcting it again is perhaps the most complex challenge. But in our work, for the wonderful clients for whom we get to work, it often yields the most beautiful new insights!

This piece was written by Rob, founder of Pegamento and in charge of Marketing and R&D.

Serge Poppes-CEO Pegamento

Serge Poppes

CEO

Feeling. That’s the best thing Pegamento stands for. Feeling for technology in the broadest sense of the word. Not only feeling for the exciting stuff like AI, but also for the basics of communication.

The very best part of my job is selling, listening, translating and thinking about what really matters. We bring the digital transformation with a great team!
The diversity of our team, how sharp we are, but especially the wonderful things we get to make makes me feel extremely good. Hence, I intuitively chose the sense of “feeling.

Feeling gives life and differentiation!