Looking back at previous years of Contact Centre Expo 2025 (CC Expo), there has been no shortage of hype surrounding AI. This year felt different. The tone was more mature, more grounded, and noticeably clearer. While AI remains high on the agenda, and rightly so, we observed a much deeper level of reflection from both buyers and vendors. People are increasingly seeing AI as a tool, not the answer, and are asking far more thoughtful questions about how to apply technology effectively within their organisations.
The energy across the event was less about sweeping promises; the days of “chatbots that will replace your entire workforce”, and more about meaningful, realistic conversations. There was a shift away from evangelism towards operational pragmatism. The air felt more human, more honest, and arguably more aligned with the real-world challenges contact centres face.
At The Knowledge Group, we saw three themes resonating consistently across the organisations we supported through the CONNECT: Concierge service. These themes mark a notable evolution from last year, when interest centred heavily on Quality Assurance (QA) and Quality Management (QM), areas that offered quick wins during early-stage AI experimentation.
If last year invited questions like "what can I deliver with AI?". This year asked something far more important; “how do we apply AI in the right way, safely, consistently, and at scale?”
Below, we explore the three themes that defined CC Expo 2025.
One of the most noticeable shifts this year was the depth and sincerity of interest surrounding AI agents. The conversations were no longer abstract or speculative. Instead, leaders were exploring how AI could be applied meaningfully, safely, and in ways that genuinely enhance the customer experience.
This year’s questions were far more considered:
There was a clear recognition that the novelty of AI has worn off, and that the operational realities now matter far more. Buyers were paying close attention to the quieter, unglamorous elements that ultimately determine whether AI agents succeed in production: accuracy, escalation frameworks, reliability, governance, and human oversight.
Where some organisations may previously have viewed AI as a shortcut to reducing headcount, leaders now demonstrated a more holistic understanding of the wider ramifications; from risk and consistency to continuous improvement and customer trust.
We were encouraged to see organisations adopting a more thoughtful, rigorous approach. The ones who succeed will be those who treat AI with the structure, governance, and discipline it genuinely demands.
Another theme that emerged strongly was the evolution of Quality Assurance and Quality Management. In 2024, vendors focused heavily on automated scoring, dashboards, and sample-based auditing. But this year, the narrative shifted towards something far more expansive: the opportunity to unlock business intelligence.
Rather than asking whether systems can score calls, leaders were exploring how data from every interaction could strengthen the wider organisation. We saw a more mature understanding of data ownership and the broader role insight can play across the business.
Organisations asked:
Analysing 100% of interactions transforms data from a compliance tool into a strategic asset. This intelligence can inform forecasting and capacity planning, provide HR teams with early visibility of performance patterns, highlight customer journey friction points, and contribute directly to the refinement of AI agents and self-service tools.
Quality teams are evolving into always-on intelligence infrastructures, underpinning decision-making, continuous improvement, and commercial growth. This shift signals a deeper maturity across the industry: a recognition that QA is no longer just an auditing process, but a driver of insight, differentiation, and value.
We are already seeing this unlock significant growth opportunities in mature sectors, such as energy and telecoms, where differentiation is difficult to achieve through products alone.
A third, unexpected theme this year was a renewed conversation about vendor relationships. Leaders spoke openly, sometimes with frustration, about whether their technology suppliers were delivering value beyond the point of sale.
We heard comments such as: “the sales process was impressive… but the service afterward didn’t live up to their promises” and “we invested heavily, financially and emotionally, but the partnership quickly faded after go-live. Every support question came with another cost attached.” This wasn’t about blame, it was about honesty.
Many buyers expressed a growing tension: the sense that vendor growth trajectories have begun to outpace the quality of customer success. In a market driven by valuations, rapid sales expansion, and aggressive scaling targets, organisations are now feeling the strain.
Common themes we heard included:
Buyers were not rejecting technology, they were expressing a desire to be treated as long-term partners, not short-term revenue opportunities. And what stood out was how many leaders spoke nostalgically about values that once underpinned dependable partnerships: consistency, trust, accountability, expertise, and follow-through.
It became clear that technology alone cannot repair broken processes, poor service design, or weak relationships. No matter how sophisticated the tools, their true impact is shaped by the partnership surrounding them.
In a market reshaped by AI and intelligence-led operations, it was grounding to see organisations revisit one simple truth: the tools matter, but the partnership matters more.
If there is a theme that quietly connected the entire event, it is the sense of more considered progress. Leaders are not slowing down their ambitions, they are simply becoming more deliberate about the choices they make, the partners they work with, and the long-term implications of deploying increasingly powerful technologies.
Across AI agents, intelligence infrastructure, and the renewed importance of partnership, organisations are demonstrating a more balanced approach to modernisation. They want innovation, but not without trust; automation, but not without accountability; capability, but not without the assurance that their vendor will support them long after the implementation phase.
This more measured tone also reveals an underlying challenge for technology providers. High-growth markets create pressure. When organisations scale commercially faster than their operational foundations allow, customer success inevitably suffers. Buyers at this year’s CC Expo articulated this tension clearly and constructively.
Their message was not anti-technology. It was pro-partnership: “stay with us, guide us, help us realise the value we were sold.”
As the industry moves further into AI-enabled and intelligence-driven operations, success will increasingly depend on vendors who can combine innovation with reliability, and capability with care. The future will not be defined solely by the sophistication of the tools, but by the strength of the relationships that bring those tools to life.
Technology will continue to accelerate, partnership will determine how far it can take us.
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