Africa's Voice on Customer Experience

The Costliest Contact Centre Problem Is the One You Diagnose Incorrectly

The data is not the diagnosis

The Costliest Contact Centre Problem Is the One You Diagnose Incorrectly

 The data is not the diagnosis

Most contact centres have a data problem. Not because they lack data, but because they misdiagnose what it is telling them. That mistake is often the most expensive decision they make.

Every contact centre measures performance. Dashboards track service levels, average handling time, abandonment rates, quality scores, customer satisfaction, and productivity. Leadership teams receive reports daily, weekly, and monthly. Yet despite having access to extensive operational data, many contact centres continue to struggle with inconsistent service delivery, rising costs, declining customer satisfaction, and employee disengagement.

One of the most common observations during contact centre assessments and audits is that organisations often diagnose the wrong problem. A decline in service levels is frequently attributed to inadequate technology. Customer complaints are blamed on outdated systems. Productivity challenges are assumed to require automation or AI. As a result, many organisations invest significant amounts of money in new technology platforms, omnichannel solutions, AI tools, or CRM enhancements.

A structured assessment often reveals that the root causes lie outside technology: inaccurate forecasting, ineffective workforce planning, poor process design, inconsistent coaching, inadequate training, weak quality assurance, unclear governance, and fragmented customer journeys.

Without identifying the true root cause, technology simply disguises inefficiency. It becomes an expensive workaround rather than a sustainable solution.

This is why independent assessment and benchmarking matter. They shift the conversation from symptoms to root causes, from assumptions to evidence, and from reactive decisions to informed action.

A human-centred diagnosis

The numbers tell us where performance changed. People often help us understand why.

Frontline employees, team leaders, workforce planners, quality teams, and customers experience the operation from different perspectives. Their workarounds, repeated escalations, and recurring complaints are not simply operational noise. They can be evidence that a process does not reflect reality, that decision rights are unclear, or that employees have been given responsibility without the authority or capability to act.

A human-centred assessment therefore does not mean choosing people over technology. It means examining how people, process and technology work together to produce the customer outcome. It asks not only whether a policy or tool exists, but whether it is understood, consistently applied and effective in practice.

This is the premise behind ASSESS 360°, a contact centre assessment and benchmarking methodology developed to evaluate operations as integrated systems rather than isolated functions. It examines strategy, people, processes, technology, customer experience, leadership, governance, risk, and the working environment. Its value is not a score for its own sake. It is the ability to establish an objective baseline, expose root causes and turn findings into a sequenced improvement roadmap.

Three lenses that lead to better decisions

A maturity assessment provides far more insight than a simple compliance score. It creates a prioritised improvement roadmap.  Rather than identifying isolated problems, it shows where the organisation fits on a progression from Foundational to World Class maturity. This allows leadership teams to prioritise investments, sequence improvement initiatives, and measure progress over time.

Risk establishes consequence. Not all gaps require the same level of urgency. Weak complaint management or quality assurance can create customer, financial, regulatory and reputational exposure. Linking maturity to risk helps executives direct attention and investment to the weaknesses that matter most.

Benchmarking provides context. An operation can improve against its own history and still lag relevant industry practice. The purpose is not to blindly copy another contact centre.  It is to understand what strong performance looks like, challenge internal assumptions, and establish a realistic and credible performance target.

The greatest value comes from integrating assessments, audits, maturity measurement, and risk analysis into a single decision-making framework.

One assessment I conducted illustrates the point. A 120-seat contact centre was preparing a significant investment in a new omnichannel platform because service levels had fallen below target. The assessment found forecasting accuracy below 70%, inconsistent schedule adherence and irregular quality coaching. By strengthening workforce planning and leadership disciplines first, the operation restored service levels, improved customer satisfaction, and delayed a major technology investment until the underlying operational issues had been addressed.

From insight to competitive advantage

For organisations pursuing customer experience transformation, operational efficiency, digital enablement, or AI implementation, a baseline assessment is essential.  

The most successful contact centres do not measure performance simply to report it. They measure it to understand it, challenge it, and improve it. They treat them as strategic management tools. They assess regularly, benchmark consistently, and use maturity and risk insights to drive continuous improvement.

In an environment where customer expectations continue to rise and operational efficiency has become a competitive advantage, understanding the true drivers of performance is no longer optional. It is a strategic necessity.


Debby Webster

An experienced CX and independent Contact Centre consultant.  Founder of Triskel Consulting and co-developer and facilitator of the Assess 360° Assessment, Auditing and Benchmarking Methodology.   www.triskel.co.za

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Debby Webster

Reporting for CXnewsAfrica — Africa's Voice on Customer Experience. Have a tip on this story? Contact the desk.

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