Most contact center leaders feel it.
Performance metrics may look stable — service levels met, occupancy steady, costs controlled — yet something feels structurally off.
AI pilots launch but stall. Digital volumes increase, but accountability blurs. Customer expectations rise faster than internal capability.
For decades, the traditional contact center operating model delivered exactly what it was designed to deliver: efficiency, predictability, and cost control.
It worked — until it didn’t.
Customers began carrying expectations from every interaction they have — across industries, across platforms — into every new experience. The standard is no longer set by direct competitors. It is set by the most seamless interaction they had yesterday.
Today’s CX environment is structurally different. Customers move fluidly across channels. AI is embedded into workflows. Regulatory scrutiny has intensified. Data from every interaction is strategically valuable.
Yet many organizations are still operating on a structure built for queue management — not experience orchestration.
The issue isn’t effort.
It’s architecture.
Traditional contact center operating models were engineered for a different era.
And that architecture is beginning to fracture under modern CX demands.
The Model We Built — and Why It Worked
For years, the contact center was optimized around a clear set of assumptions:
- Voice was the dominant channel
- Demand patterns were forecastable
- Workforce management drove precision
- Performance was measured by speed and cost
- Technology cycles were relatively stable
It made sense for an environment defined by concentrated voice demand, slower technology cycles, and clearer functional boundaries.
It was structured. It was disciplined. It delivered measurable efficiency.
But it was built around queues, not journeys. That distinction now matters.
The Emerging CX Operating Model
The future operating model will require evolving tools. AI will advance, automation will expand, and digital ecosystems will grow more complex. But technology alone will not determine success.
The differentiator will be how organizations redesign accountability, governance, and workforce structure to integrate those capabilities. Structural alignment will determine whether those investments create lasting value.
If structural alignment is the differentiator, redesign cannot be abstract. It requires deliberate structural shifts.
Across industries, four are becoming clear:
- Unified Experience Ownership
- Embedded AI Governance
- Workforce Redesign — Not Just Upskilling
- Real-Time Data Integration
Together, these shifts represent more than incremental improvement. They signal a structural redesign of how CX organizations must operate to compete.
The Bottom Line
Traditional contact center structures are not flawed. They were optimized for a less complex era.
They worked — until they didn’t.
The question now is not whether the model was effective. It is whether it still fits.
The future of CX will not be won by those who install better tools.
It will be won by those who redesign how the organization works.
Guest blog post written by John Sorenson
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TELUS Digital
ibex delivers innovative BPO, smart digital marketing, online acquisition technology, and end-to-end customer engagement solutions to help companies acquire, engage and retain customers. ibex leverages its diverse global team and industry-leading technology, including its AI-powered ibex Wave iX solutions suite, to drive superior CX for top brands across retail, e-commerce, healthcare, fintech, utilities and logistics.





















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