CX

Stop reviewing reports. Start running the business with your CX data.

How CX leaders can move beyond reporting to diagnosis and action, with intelligence that connects experience to business results.
7 min read

Updated on March 24, 2026

Published on March 24, 2026

Image Placeholder
For years, CX leaders have been told that data is the key to better decisions. Yet most still spend hours navigating dashboards, reconciling metrics, and waiting for analysts to explain what the numbers mean. The problem isn't access to data, it's the inability to turn that data into decisions that can actually move the business forward through effective customer experience analytics.
 
Zoom CX Insights was built to change that. It's not another analytics tool or conversational interface. It's an agentic intelligence layer that helps leaders go from reporting to diagnosis to action. That means they can understand what's happening, why it's happening, and how to improve both customer experience and ultimately overall business performance.
 
Unlike traditional analytics platforms, CX Insights doesn’t just summarize dashboards or visualize metrics faster. It creates data signals in natural language, builds memory, and reasons with full context across the Zoom CX ecosystem, including Contact Center, Virtual Agent, Workforce Management, and Quality Management. In doing so, CX Insights helps leaders identify where the business is under pressure, understand what’s driving those changes, and where to focus next to drive results.
 
That changes the role of CX data. Instead of reviewing reports after the fact, leaders can use it to investigate issues, spot patterns earlier, and make better operational decisions in the moment.
 
Let's take a look at what CX Insights looks like in practice across operations, automation, agent performance, and modeled scenarios.
 

1. Operational performance: See where the business is under pressure

The executive lens isn’t “show me another dashboard.” It’s “show me where customer demand, service performance, or issue volume is changing, and then tell me why.”
 
CX Insights helps leaders quickly identify the areas of the contact center that need attention, understand what's driving volume or friction, and detect emerging patterns before they become larger operational problems. This customer experience analytics approach enables proactive decision-making across the organization.
 
It also surfaces insights from interactions that are relevant to a wide range of personas beyond the contact center, helping teams across the organization to better understand customer needs, align on priorities, and take more informed action.
 
You might ask:
  • “Are there emerging topic or channel trends we need to act on before they grow?”
  • “Where are wait times, queue pressure, or service levels moving in the wrong direction?”
  • “Analyze the current understaffing issue in my contact center and suggest operational changes needed. Do a complete cost-benefit analysis of adding staff versus maintaining current levels.”
By reasoning across live and historical data, CX Insights surfaces the operational signals that matter most, helping leaders act before small issues become systemic challenges.
 
Image: Example of CX Insights prompt and response

2. Automation opportunities: Identify where AI can create leverage

This is where CX Insights moves beyond reporting and into transformation. It helps leaders find repeatable, high-volume, low-complexity work that can be automated to improve both customer experience and operational efficiency.
 
Because CX Insights can draw on shared memory and context across the contact center, it can identify where human agents are spending time on tasks that could be streamlined, deflected, or handled more effectively with AI. It can even rank automation opportunities by volume, complexity, and fit for virtual agents.
 
You might ask:
  • “Which customer themes from QM are the strongest candidates for virtual agent automation? Rank them by volume, complexity, and automation fit.”
  • “Where are human agents spending time on work that could be automated or AI-assisted?”
  • “What would be the impact on CSAT and cost if we automated the top three repeatable intents?”
In connecting insights from across the CX ecosystem, leaders can make informed decisions about where automation will deliver the greatest impact, without sacrificing quality or trust.

3. Agent performance: Understand how people drive outcomes

Customer experience is shaped by frontline performance. But in many organizations, the data that explains agent performance lives in different systems and is hard to connect.
 
CX Insights connects workforce performance to customer experience, helping leaders see how agent behaviors, workloads, and coaching effectiveness influence business outcomes.
 
It brings together data from Workforce Management adherence, Quality Management evaluation scores, Virtual Agent escalations, and Contact Center handle times to show where performance issues are isolated, systemic, or tied to some kind of friction in the process.
 
You might ask:
  • “How are my agents performing overall this month?”
  • “Where should I focus coaching or support to improve outcomes at scale?”
  • “Which teams are showing the strongest correlation between quality scores and customer satisfaction?”
By linking agent performance to CX metrics, leaders can make smarter decisions about training, staffing, and process design. This turns performance management into a growth lever rather than a reactive, time-consuming exercise.
 
Image: Example of CX Insights prompt and response

4. Modeled scenarios: Plan for what’s next

Executives don’t just want to understand what happened, they want to know what’s likely to happen next and what choices will have the biggest impact. CX Insights helps leaders model likely outcomes, compare potential interventions, and receive clear recommendations on what to do next. This helps them make more confident decisions around staffing, workflows, automation, and overall operations, so teams can act quickly and focus on the changes that will drive the greatest impact.
 
You might ask:
  • “If current trends continue, what should we expect in customer demand next week or next month?”
  • “What staffing changes may be needed to maintain service levels based on last month’s data?”
  • “How would adjusting automation thresholds affect handle time and cost per contact?”
By combining predictive and prescriptive analytics, CX Insights helps leaders simulate decisions before they make them, reducing risk and improving agility across the organization.
 
Built for responsible AI
 
CX Insights applies agentic AI, powered by Zoom AI Companion 3.0, within a single, secure intelligence layer. It’s designed for responsible use at scale, with built-in guardrails that give leaders visibility into how insights are generated. It's important to note that it's never trained on customer data.
This transparency helps organizations adopt AI with confidence while enabling them to maintain compliance and data governance standards. Leaders can see not just what the AI recommends, but why, bridging the trust gap that often slows enterprise adoption.
 
The outcome: Faster insight, smarter decisions, stronger ROI
 
When CX data becomes connected intelligence through better quality customer experience analytics, leaders can finally link experience to outcomes. CX Insights helps organizations:
 
  • Identify root causes faster and act with confidence
  • Align cross-functional teams around shared intelligence
  • Demonstrate clear ROI by tying CX improvements to revenue, retention, and efficiency gains
  • Consolidate analytics tools and reduce complexity across the CX tech stack
The result is a shift from fragmented reporting to unified intelligence, where every question leads to a better answer and every answer drives measurable business impact.
 
Find out more about what CX Insights can do for your organization and request a demo today.
 
 
 
About the author
Dhivya Rajprasad is the Lead Product Manager of Zoom CX Insights and Analytics at Zoom, leading the development of CX Insights. She focuses on building AI-driven solutions that help organizations turn customer data into decisions that matter.

Our customers love us

Okta
Nasdaq
Rakuten
Logitech
Western Union
Autodesk
Dropbox
Okta
Nasdaq
Rakuten
Logitech
Western Union
Autodesk
Dropbox

Zoom - One Platform to Connect