If there’s one thing Zoom’s latest deep-dive into customer experience management makes clear, it’s that the contact center is no longer just a support function.
Throughout the report, Zoom makes the argument that the contact center is now the place where CX strategy is either proven or exposed.
Published this week, the guide authored by Jodi Reuven, Senior Product Marketing Manager at Zoom Contact Center, lays out what modern CXM actually requires – and the bar is considerably higher than most organizations are currently clearing.
From the outset, Reuven doesn’t mince her words, claiming that “customers do not evaluate your brand on one perfect moment.
“They evaluate it on the sum of every interaction: the chat that went nowhere, the call that got transferred twice, the email that referenced a case number they never shared. Customer experience management is how modern companies take control of that sum.”
That “sum” is particularly interesting for contact center leaders. Reuven’s argument is that CXM isn’t a marketing exercise or a C-suite talking point; instead, it’s an operational discipline, and the contact center sits at the heart of it.
The Deflection Problem
Perhaps the most pointed section of the guide takes aim at how AI has typically been deployed in service environments. Reuven draws a hard line between AI that deflects and AI that resolves, and makes clear that only one of those actually moves the needle.
“The next generation of AI is built to resolve,” the guide states.
“Agentic AI reasons about intent, pulls from relevant systems, executes multi-step tasks, and only escalates when human judgment is needed. Resolution, not deflection, is the benchmark.”
For contact center leaders who have watched self-service containment rates cited as a win while CSAT scores flatline, that distinction will ring true.
Routing customers away from the problem isn’t the same as solving it, and the industry’s obsession with deflection metrics has arguably papered over a deeper failure to actually resolve issues at scale.
Context Follows the Customer – or It Doesn’t
Reuven’s treatment of omnichannel is less about channel breadth and more about what happens to context as customers move between them.
The guide describes a scenario most service leaders will recognize immediately: a customer who has already explained their problem on chat now has to repeat everything when they’re transferred to a voice agent.
The fix, according to Zoom’s framework, is ensuring that context travels with the customer across voice, video, chat, messaging, and self-service – rather than each channel operating as its own isolated record.
It’s a point that sounds obvious, yet the number of organizations still running siloed channel stacks suggests the execution gap remains wide.
On the agent side, Reuven highlights real-time guidance and agentic assist tools as increasingly non-negotiable.
The argument appears to be that agents equipped to reason across systems – rather than toggle between multiple desktops – handle interactions faster and escalate less.
Measuring What Actually Matters
The guide also challenges the metrics conversation. Reuven advocates for a three-dimensional scorecard that puts customer metrics (NPS, CSAT, Customer Effort Score, first-contact resolution), operational metrics, and business metrics side by side.
That last category – retention, lifetime value, cost to serve, and CX-influenced revenue – is where the guide draws its sharpest conclusion:
“Done well, CXM turns service from a cost center into a growth engine.”
That’s not a new idea, but it remains an aspirational one for most contact center teams, who are still fighting to justify headcount rather than positioning themselves as revenue contributors.
Reuven’s take is that the shift is achievable, but only when the data infrastructure supports it, which means unified analytics capable of answering not just what happened, but why and what to do next.
The practical checklist Reuven offers for platform evaluation – native omnichannel, built-in AI, open integrations, real-time analytics, and fast time-to-value – reads less like a vendor pitch and more like a reasonable minimum standard for 2026.
Whether most organizations are actually meeting it is a different question.
