How do you plan and manage workforce management in the contact center?

Effective workforce management in the contact center is all about smartly matching available staff to expected demand, so that customers are served quickly without deploying staff unnecessarily. The basis lies in a cycle of forecasting, scheduling, real-time control and evaluation. In this article, we answer the most important questions surrounding workforce management in the contact center step by step.

What are the building blocks of effective workforce management planning?

Effective workforce management planning rests on four building blocks: accurate demand forecasting, capacity planning, schedule management and continuous evaluation. Together, they form a closed cycle where each step feeds the next. Without any of these elements, gaps in utilization or unnecessary overcapacity occur.

The four building blocks in detail:

  • Forecasting: predicting expected contact volume by channel, time and day based on historical data and external factors such as seasons or campaigns.
  • Capacity planning: determining how many employees you need to handle that volume within the desired service level goals.
  • Scheduling: translating those capacity needs into concrete duty schedules that take into account contract hours, leave and breaks.
  • Evaluation and adjustment: measuring deviations between planning and reality, and structurally improving the next planning cycle based on those insights.

What many contact centers underestimate is the interdependence of these building blocks. A perfect forecast accomplishes nothing if the schedule does not match it. And a good schedule loses its value if you can’t make real-time adjustments when it’s busier or quieter than expected.

How do you create a reliable forecast for the contact center?

Create a reliable contact center forecast by combining historical contact data with knowledge of recurring patterns and scheduled events. Analyze at least 12 months of data to recognize seasonal patterns, and correct for one-time outliers that skew the average.

Practical steps for a strong forecast:

  1. Collect historical data by channel: split telephony, chat, email and WhatsApp, as each channel has its own peak pattern.
  2. Identify recurring patterns: think Monday morning spikes, monthly billing periods or annual campaigns.
  3. Handle scheduled events: product launches, maintenance work or communication campaigns predictably increase contact volume.
  4. Create an interval forecast: work in blocks of fifteen or thirty minutes instead of daily averages, so that you also reveal intraday peaks.
  5. Validate and correct: compare your forecast weekly with reality and adjust your model for structural deviations.

A common mistake is using time units that are too coarse. A daily average masks the peak between nine and 11 a.m., making your schedule structurally too tight at the busiest times and too spacious on the quiet afternoons.

How do you set up a schedule that matches expected staffing?

Translate a schedule that matches expected utilization directly from the forecast into shift blocks that cover peak hours. Start with the hours when most contacts come in and work back from there to your team’s contractual capabilities.

When preparing the schedule, consider:

  • Shrinkage: not all scheduled hours are productively available. Breaks, team meetings, training and sick leave eat up an average of twenty to thirty percent of capacity. Include this structurally in your occupancy standard.
  • Flexible contract forms: employees with variable hours or on-call contracts give you the ability to accommodate peaks without structurally over-scheduling fixed hours.
  • Channel distribution: if employees serve multiple channels, plan the channel mix along with the schedule so you don’t fall short for each channel individually.
  • Preference registration: employees who influence their own schedules are proven to be more engaged and less likely to be absent, improving scheduling accuracy.

A good roster is not a static document. Build in set times to adjust the roster based on current forecasts, so you’re not working with a four-week-old plan in a dynamic operation.

How do you make real-time adjustments when staffing deviates from schedule?

Real-time adjustments are made by continuously comparing the actual utilization and incoming contact volume with the planning, and intervening immediately as soon as the service level target is compromised. This requires visibility on the shop floor and clear escalation protocols.

Concrete remedial actions in case of understaffing:

  • Temporarily postpone non-critical tasks such as callbacks or e-mail processing to a quieter period.
  • Deploy staff from adjacent teams or the back office on the telephone peak.
  • Self-service options or activate a callback option to relieve the queue.
  • Call in flexible employees when the peak lasts longer than expected.

On the contrary, when you’re overstaffed, you can schedule training, coaching or knowledge-sharing sessions so that the available time is used productively without making employees wait unnecessarily for contacts.

Effective real-time steering requires a designated person or team that continuously monitors the dashboard and has the authority to make immediate decisions. Without that responsibility, adjusting remains reactive and too late.

What KPIs do you use to assess workforce management?

The most important KPIs for workforce management in the contact center are service level, utilization rate, forecast accuracy and adherence. Together, they provide insight into both the quality of planning and its execution on the shop floor.

Planning-related KPIs

Forecast accuracy measures how close your forecast was to the actual contact volume, expressed as a percentage. A deviation of less than ten percent is considered acceptable in most contact centers. Schedule adherence shows the extent to which employees are actually available at scheduled times. Low adherence indicates scheduling problems, but can also signal workload or unclear expectations.

Operational KPIs

Service level indicates the percentage of contacts answered within a certain time, for example, eighty percent within twenty seconds. This is the most direct measure of customer satisfaction from an occupancy perspective. Occupancy rate measures what percentage of the available time employees are actually engaged in customer contact. Too high an occupancy rate, above eighty to eighty-five percent, leads to stress and loss of quality. Too low a utilization rate indicates overcapacity.

What tools support workforce management in the contact center?

Workforce management in the contact center is supported by specialized WFM software that combines forecasting, scheduling and real-time monitoring in a single platform. In addition, reporting tools, ACD systems and communication platforms play an important role in collecting the required data.

The most commonly used tool categories are:

  • WFM software: specialized platforms that automatically generate forecasts, perform schedule optimization and provide real-time dashboards for intraday management.
  • ACD and telephone system: the telephone system provides the raw data on contact volumes, wait times and handling times that form the basis for any forecast.
  • Omnichannel contact center platform: an integrated platform that brings together all channels, telephony, chat, email and WhatsApp, gives a complete picture of the total workload and avoids having to plan separately for each channel.
  • Reporting and analysis tools: for evaluating KPIs, identifying structural patterns and underpinning capacity decisions to management.

A common bottleneck is that these tools do not communicate with each other, requiring planners to manually merge data from multiple systems. This not only takes time, but also increases the likelihood of forecast and schedule errors.

How Pegamento helps with workforce management in the contact center

We understand that workforce management is only effective if you have reliable data from all your contact channels. Fragmented systems are the biggest hurdle. Our customer experience solutions bring all channels together on one platform, so your forecasting and scheduling are based on a complete and up-to-date picture of your contact volume.

What we do for you:

  • Omnichannel integration: telephony, chat, email and WhatsApp in one overview, so you never have to plan separately for each channel again.
  • Real-time dashboards: instant insights into occupancy, wait times and service levels so you can make intraday adjustments without manually collecting data.
  • Intelligent routing: customers are routed directly to the right employee, reducing average handling time and making more efficient use of your capacity.
  • Agentic AI assistants: self-thinking assistants that not only follow instructions, but take initiative independently, handle repetitive questions and relieve your team so that specialists can focus on complex contacts.
  • Everything under one roof: from implementation to management and support, with no silos or multiple vendors to coordinate yourself.

Want to know how your contact center can plan and manage more efficiently? Contact us and we will be happy to help you think about the possibilities.

Frequently Asked Questions

How long does it take for a new WFM system to be fully operational in a contact center?

The implementation time of a WFM system typically varies between six and 12 weeks, depending on the complexity of your contact center and integrations with existing systems such as your ACD or omnichannel platform. Schedule the first few weeks for data navigation and system linkages, and then reserve at least four weeks for training planners and validating initial forecasts. Also, count on your model becoming truly accurate only after two to three planning cycles, because the system needs historical data to make reliable forecasts.

What is a realistic service level goal for an average contact center?

The most commonly used industry standard is 80/20: eighty percent of incoming calls answered within twenty seconds. However, this is not a universal standard; the right target depends on your industry, customer promise and operational costs. Digital channels such as chat often have shorter response standards (within thirty seconds), while e-mail typically has a service level of twenty-four hours or less. Set your goals separately for each channel and always link them to customer satisfaction data to validate whether they are still in line with your customers' expectations.

How do you deal with unexpected employee downtime without jeopardizing the service level goal?

The key lies in building in a buffer in advance through your shrinkage calculation and having a clear escalation protocol for real-time adjustment. Make sure you always have a pool of flexible or on-call employees available that you can quickly activate in case of short-term outages. In addition, consider temporarily pausing non-critical tasks such as outbound callbacks or email processing in case of sudden understaffing and deploy that capacity to the channel with the highest pressure. A callback option or virtual queue can monitor customer satisfaction while you restore staffing.

What's the difference between schedule adherence and conformance, and which should I prioritize?

Schedule adherence measures whether employees are available at the times they are scheduled, regardless of what they are doing. Conformance goes a step further and measures whether employees are also performing the right activity at the right time, such as actually handling customer contact rather than administrative tasks during a peak hour. For workforce management, conformance is the most valuable KPI because high adherence with low conformance still leads to service-level issues. Prioritize conformance for operational steering and use adherence as a signal for structural scheduling or culture issues.

When does it make sense to invest in specialized WFM software instead of working with Excel?

Excel is workable for contact centers with fewer than 20 employees and a limited number of channels, but falls short as soon as you start dealing with omnichannel scheduling, complex contract forms or intraday steering. The tipping points are typically: scheduling more than two channels, managing shifts or variable contracts, or when your scheduler spends more than five hours a week manually merging data. Specialized WFM software pays for itself through more accurate forecasts, less over- or understaffing, and time savings for your scheduling team.

How do you involve employees in the scheduling process without losing scheduling accuracy?

The most effective approach is to work with structured self-rostering within predefined frameworks: employees choose their shifts from an offer that has already been optimized based on the forecast. This gives employees autonomy and increases engagement, while maintaining the occupancy standard. In addition, you can set up a transparent exchange system in which employees can swap shifts among themselves, as long as the utilization per time block remains at the same level. In doing so, communicate clearly why certain time slots are required to be occupied, so that employees understand the scheduling logic and there is less resistance.

How do you measure whether your workforce management approach is actually improving over time?

Set up a monthly evaluation cycle in which you compare at least four KPIs side by side: forecast accuracy, schedule adherence, service level and occupancy. Compare not only the absolute values, but also the trend over several periods to see if structural improvements are being sustained. A practical tool is a simple deviation report in which you keep track of planned versus actual occupancy and planned versus actual contact volume by week. If forecast accuracy and service level both improve while occupancy remains stable, that's a reliable sign that your WFM approach is becoming more effective.

More blogs

Download the white paper here

Deepen your knowledge with Pegamento’s white papers.

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!