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Technology, Data & AI

The Enabler - understanding, scaling and personalising experiences

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Scorecard category
Scorecard category
Scorecard category
Scorecard category

Technology, Data & AI

The Enabler - understanding, scaling and personalising experiences

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Author
Sean McGinn
Published
6th Feb 2026
Reading Time
3 minutes

Technology can often be an efficiency play, systems to reduce headcount, automate processes or consolidate platforms. What can get missed is that technology enables whether you can deliver the experiences customers have come to expect.

When this happens you have systems that create internal efficiency but customer friction. Channels and platforms don't connect, customers repeat themselves across channels and you can't generate valuable insights at scale or personalise because data sits in silos.

This is why we have included Technology, Data & AI as a category in our CX Scorecard. It's not about whether you have modern systems. It's about whether your technology enables the experiences customers expect, whether your platforms connect to create seamless journeys and whether you're using AI and data to understand insights and serve customers at scale.

The real problem this solves

When your technology stack isn't enabling customer experience, you can't operate at scale. Without AI and automation, you can't analyse customer interactions to find patterns, can't personalise experiences for different segments and can't predict which customers need proactive support.

Disconnected systems create customer friction. When your platforms don't talk to each other, customers repeat information across channels, frontline staff can't see interaction history and you can't deliver consistent experiences. Every system boundary becomes a moment where customers experience your organisational complexity and it feels harder than it should.

And you're missing what the data is telling you. Customer behaviour reveals patterns about what works and what doesn't, which segments need different experiences and where friction exists. Without technology to surface these insights, you're making decisions based on intuition rather than evidence.

What strong capability looks like

They use AI to understand customers needs at scale. Rather than manually reviewing feedback or relying on sample surveys, they use automated analytics and AI to analyse all customer interactions, identify patterns, predict behaviour and surface insights that humans would miss. This turns every interaction into intelligence.

They automate routine interactions to focus humans on complexity. AI handles repetitive queries and straightforward transactions, freeing people to solve complex problems and build relationships. Customers get faster resolution for simple issues and expert attention for complex ones.

Their systems connect seamlessly across channels. Customer data, interaction history and preferences flow between platforms. Whether customers engage via the web, mobile, phone or in person, they experience continuity. No one asks them to repeat information they've already provided.

They personalise based on behaviour and context. Technology enables them to tailor experiences to different customer segments, adjust based on past behaviour and respond to real time context. Personalisation feels helpful, not intrusive, because it's grounded in what customers have done and will need next or helps them save time, money or make better decisions.

What we're measuring

We're identifying whether your technology enables the experiences customers expect or whether it's creating friction and hindering your ability to generate insights.

Customers don't care about your technology architecture. They care whether they can achieve their goals easily. And organisations that use technology to enable seamless, personalised experiences rather than just internal efficiency are the ones that help customers achieve their goals and achieve better commercial outcomes.

If you're responsible for customer experience but your technology and data is creating friction rather than enabling seamless journeys, or you're manually doing work that AI could handle at scale, that's the gap this capability fills.

Get your CX Scorecard to see exactly where your capability sits and receive personalised recommendations on where to improve.

Author
Sean McGinn
Published
6th Feb 2026
Reading Time
3 minutes

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