What is Pareto’s Law?

Originally designed as a model and equation to describe wealth distribution within a given society, Vilfredo Pareto’s power-law probability distribution can be observed across most things within our world (even outside it) today.

Historically, organizations have looked to call monitoring, QA scorecards, and performance dashboards to help address performance gaps, but they are largely missing the mark.

Here are some examples of the Pareto distribution:

• The 10 largest cities, representing .0005% of all total US cities, make up 11% of the total population.
• One planet, Jupiter, makes up 71% of the combined mass of planets in our solar system.
• Electric Utility Distribution Reliability (80% of the Customer Minutes Interrupted occur on approximately 20% of the days in a given year).
• In the 22 years Tom Brady has been in the NFL, he has won 31% of the Super Bowls against hundreds of other Quarterbacks.
• Other examples around the world are not hard to find:
  • Clusters of Bose-Einstein condensate near absolute zero
  • The value of oil reserves in oil fields
  • Sizes of sand particles (this one is surprising)
  • Goals scored in Hockey and Soccer by a player

The 80/20 Rule in the Contact Center 

In operations, we often refer to this as the 80/20 rule.

Whether it’s the top 20% of agents driving 80% of customer satisfaction scores, the small group of collectors responsible for the majority of recoveries, or a minority of agents consistently meeting compliance and quality thresholds while others struggle, the pattern remains the same.

Organizations are spending 80% of their total payroll on individuals who account for only 20% of desired performance outcomes.

In high-volume contact center environments (inbound support, outbound collections, customer service), this imbalance becomes amplified. The difference between top and bottom performers impacts:

• Average Handle Time (AHT)
• First Call Resolution (FCR)
• QA scores
• Compliance adherence
• Customer satisfaction (CSAT)
• Recovery rates
• Attrition

When scaled across thousands of interactions per week, small performance gaps compound quickly.

The Problem

Another way of looking at this might be to reference Price’s Law, by Physicist Derek John de Solla Price. Price’s Law pertains to the correlation between the volume of books on a specific subject and the number of authors in that specific area of study.

The law stated that fifty percent (half) of the work comes from the square root of the total number of contributors.

Applied to contact center operations, this means that a small fraction of agents produce a disproportionate amount of performance impact.

The question becomes: if a small minority of agents generate the majority of performance results, how do organizations bring up the rest of the floor?

How do we help agents build repeatable success that compounds over time?

Contact centers have deployed call recording tools, QA programs, scorecards, scripting systems, and various performance management technologies with the goal of creating effective feedback loops.

“Coach this behavior.”
“Deploy this script.”
“Measure compliance.”

But something is missing.

As a new agent entering a contact center, whether in insurance, financial services, healthcare support, or collections, have you ever looked around and wondered why the top agents consistently outperform?

And why do those at the bottom often stay there?

We believe performance in the contact center is a skill that can be learned.

Putting aside personality characteristics or prior experience, strong performance often comes down to core fundamental behaviors executed consistently under pressure.

The challenge is how those behaviors are reinforced.

Most agents reviewing recorded calls are listening to their mistakes, the missed compliance disclosure, the objection they didn’t handle well, and the escalation they couldn’t prevent.

This creates a negative feedback loop.

Success usually leads to more success

The opposite is true for success.

Each positive interaction tends to build momentum. Think about the last time a difficult customer interaction turned into a positive outcome.

Usually, the turning point can be attributed to a foundational element that was executed correctly and then built upon.

In a contact center environment, those foundational elements often include:

• Proper call opening and verification
• Clear disclosure language in regulated environments
• Confident control of the call flow
• Effective questioning and active listening
• Correct documentation and next steps
• Clear, compliant closing

These may seem like macro elements of a successful interaction. But taking a different perspective, one can begin to understand that each successful element of the call builds upon itself, multiplying the chances of a positive outcome.

Extrapolate that across thousands of daily interactions, and small improvements in these foundational skills can materially impact overall:

• QA averages
• Compliance risk exposure
• Customer satisfaction
• Operational efficiency
• Workforce stability

In regulated environments, especially, success is not just about performance.

It is about reducing risk while maintaining experience.

Contact Center Technology & The Gap

The problem is that many performance management tools do nothing to help agents in the moment when the good things need to happen, when disclosures must be delivered correctly, when a customer objection must be handled calmly, and when a call is at risk of escalating.

Traditional QA programs highlight what went well or poorly after the call has already occurred.

By that point, the compliance risk has already happened. The customer experience has already been impacted.

The learning is retrospective.

This is where real-time coaching becomes critical.

Focusing on the 20% of behaviors that drive 80% of performance outcomes means reinforcing core skills consistently and predictably.

That 20% often includes:

• Asking the right clarifying questions
• Maintaining structured call control
• Delivering required compliance language accurately
• Handling objections confidently
• Closing interactions with clear next steps

In high-volume environments, agents do not have the cognitive bandwidth to analyze performance while simultaneously navigating complex systems, scripts, and emotional conversations.

Ensuring that these fundamental skills become second nature reduces cognitive load, improves compliance adherence, and stabilizes performance across the floor.

Regardless of the type of call, leveraging technology to reinforce correct behavior at the right time begins to lay the building blocks for a sustainable performance culture.

• One where new agents are productive sooner.
• One where mid-tier agents move toward top-tier performance.
• One where compliance risk is reduced without slowing operations.
• One where performance gaps shrink rather than widen.

Pareto’s Law will likely always exist.

But in contact center operations, the goal is not to eliminate the 80/20 dynamic. It is to narrow the gap to ensure that more of the floor operates closer to top-performer standards.

Because in environments defined by scale, volume, and regulation, small improvements in the middle often produce the largest operational impact.