How does Agentic AI improve the first call resolution rate?

Agentic AI improves first call resolution rates by intelligently supporting employees with real-time information, automatic routing to appropriate specialists and instant access to relevant customer data. These self-learning assistants analyze calls during contact and proactively offer solutions. As a result, more customer questions are resolved directly during the first contact, without call forwarding or callback requests.

What is first call resolution and why is it so important?

First call resolution (FCR) measures the percentage of customer inquiries that are fully resolved immediately during the first contact. A high FCR score means that customers get their problem resolved immediately, without having to contact them again. This metric is considered one of the most important customer service performance indicators.

The impact of FCR extends to multiple aspects of your organization. Customers greatly appreciate it when their questions are answered immediately. This prevents frustration and significantly increases customer satisfaction. For your employees, good FCR means less stress because they are less likely to have to deal with irritated customers who have already called several times.

From an operational perspective, FCR directly affects your costs. Every time a customer has to call again, it costs time and money. At average contact volume, improvements in FCR can lead to substantial savings in staffing and operational costs.

How does Agentic AI work in improving first call resolution?

Agentic AI functions as an intelligent assistant that supports employees in real time during customer contacts. These systems analyze conversations as they happen and proactively offer relevant information, suggestions and solutions. Unlike traditional systems, these AI assistants independently take initiative to help employees.

The technology works on several levels simultaneously. During a conversation, the system automatically recognizes the type of question and immediately displays relevant information on the employee’s screen. It can present customer history, product information, frequently asked questions and solution scenarios before the employee has to search for them.

One important aspect is intelligent routing. The system analyzes the nature of the contact and ensures that calls go directly to the right specialist. This prevents transfers between departments, which is one of the biggest causes of low FCR scores.

The AI also continuously learns from previous conversations and solutions. As a result, the system is getting better at predicting what customers need and offering the most effective solutions.

What problems does Agentic AI solve that traditional systems cannot?

Traditional call center technology has fundamental limitations that prevent immediate problem solving. Employees often have to switch between multiple systems to find information, which takes time and increases the likelihood of errors. Knowledge management is usually done through static databases that do not always contain current or relevant information.

Agentic AI addresses these challenges by providing dynamic, context-dependent support. The system understands the context of each conversation and automatically presents the most relevant information. This eliminates searching through different systems and databases.

Another major problem with traditional systems is limited routing intelligence. Customers often end up in the wrong department via simple drop-down menus. Agentic AI analyzes actual customer needs and provides smart routing to the most appropriate employee.

Real-time support during calls is virtually impossible with traditional systems. Employees depend on their own knowledge and experience. Agentic AI provides continuous, intelligent guidance during each contact, enabling even less experienced employees to resolve complex questions.

The system can also recognize patterns in customer contacts and proactively identify problems before they escalate. This predictive capability is completely lacking in traditional systems.

What are the concrete benefits of better first call resolution?

Improved first call resolution delivers measurable benefits to all aspects of your customer service. You’ll see the most immediate impact in cost savings from fewer repeat contacts. Any question that is resolved immediately eliminates follow-up calls and saves your employees’ time.

Customer satisfaction increases significantly when problems are solved immediately. Customers don’t have to repeat their story and get the help they need faster. This often translates into higher loyalty and positive word of mouth.

For your employees, a better FCR means less workload and stress. They don’t have to deal with frustrated customers who have called several times. This leads to higher employee satisfaction and less turnover in your team.

Operationally, you gain more control over your contact volume. When more inquiries are resolved immediately, your capacity is better utilized. You can provide the same level of service with fewer staff, or a higher level of service with the same staffing.

Improved efficiency also allows for proactive customer service. Employees get time to focus on more complex questions and adding value, rather than just reactively solving problems.

How Pegamento helps improve first call resolution

We offer an integrated Agentic AI solution specifically designed to dramatically improve first call resolution. Our system combines intelligent call analysis, real-time knowledge management and smart routing in one cohesive platform.

Our solution provides concrete features that directly impact FCR:

  • Intelligent real-time support that guides employees during conversations with relevant information and solution suggestions
  • Smart routing technology that directs customers directly to the right specialist based on call content
  • Integrated knowledge management that automatically presents the most up-to-date information
  • Predictive analytics that recognizes patterns and suggests proactive solutions
  • Omnichannel integration that brings together customer history across all contact channels

The implementation process is phased so that your team gradually gets used to the new capabilities. We provide full support during the transition and ensure you see immediate results in improved FCR scores.

As an ISO 27001-certified organization, we guarantee the highest security standards. You get everything under one roof: no costly customization, but a smart combination of proven modules that perfectly fit your specific situation.

Want to know how Agentic AI can improve first call resolution in your organization? Contact us for a no-obligation analysis of your current situation and opportunities for improvement.

Frequently Asked Questions

How soon can I expect results after implementing Agentic AI?

Most organizations see noticeable improvements in their FCR scores within 4-6 weeks of implementation. Initial benefits are often seen within the first week as employees gain faster access to relevant information. For optimal results, count on 2-3 months, when the system is fully learned to your specific processes and customer interactions.

What happens if Agentic AI makes a wrong suggestion during a customer conversation?

Employees always retain control and can ignore or adjust AI suggestions. The system learns from these corrections and becomes increasingly accurate as a result. In addition, Pegamento builds in multiple layers of security, such as confidence scores for suggestions, so employees can see how confident the system is in a recommendation.

Do my employees need extensive training to work with Agentic AI?

No, the system is designed for intuitive use. Most employees are productive with the basic functions within a day. Pegamento offers a phased implementation with hands-on workshops lasting several hours, where employees become familiar with the new features step by step without disrupting their daily work.

Can Agentic AI integrate with our existing CRM and ticketing systems?

Yes, Pegamento's Agentic AI is specifically designed for seamless integration with existing systems such as Salesforce, ServiceNow, Zendesk and other popular platforms. Through API links, you get access to all customer data in one interface, without having to change your current work processes.

What if our contact volume fluctuates wildly - does Agentic AI automatically scale with us?

The system automatically scales with your contact volume and can accommodate peaks without performance degradation. When busy, the AI automatically prioritizes the most urgent cases and supports employees extra intensively. This ensures that your FCR scores remain stable even during peak periods.

How do I measure the ROI of Agentic AI for first call resolution?

You can measure ROI through direct cost savings (fewer repeat contacts), increased employee productivity and improved customer satisfaction scores. Pegamento offers built-in dashboards that track these KPIs in real time. On average, organizations see an ROI of 200-400% within the first year due to reduced contact volumes and increased efficiency.

What happens to sensitive customer data when using Agentic AI?

As an ISO 27001-certified organization, Pegamento maintains the highest security standards. All data is stored and processed encrypted, and the system complies with AVG regulations. You retain full control over your data, and no customer data is shared with outside parties or used for training general AI models.

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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.

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Tim Treurniet

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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

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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.

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

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Fouad Rahaoui

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

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

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Ernst Vegter

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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

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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.

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Ewold Jansen

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

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Andre Glasbergen

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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.

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Ensar Ari

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

Nini Heerings-Chief Happiness Officer Pegamento

Nini Heerings

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Ger Koedam

Marketing & Communications

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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.

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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!