Customer retention · Root cause analysis
Explain customer-impacting failures
A customer journey can fail even when individual systems appear healthy, making it difficult to determine why customers abandon applications, purchases, or digital workflows.
The record
Telemetry these decisions draw on
- Web and mobile interactions
- API calls
- Authentication events
- Document uploads
- Third-party service events
- Application workflow events
- Error and timeout logs
- Contact-center interactions
The questions
What an agent answers
- Where are customers abandoning the journey?
- Is the cause technical, procedural, or experiential?
- Which customer segments, devices, or regions are affected?
- How much business value is at risk?
- What change will restore the journey?
"Applicants using iOS are abandoning the process after document upload because the backend records success but the mobile application never renders confirmation. This affects approximately $28 million in applications each month."
Related use cases
Browse the full library →Customer retention
Detect customers becoming disengaged
Customer disengagement is often recognized only after usage has materially declined or a renewal is already at risk.
Root cause analysis · Chief Information Officer / Chief Customer Officer
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Recommend the next best customer action
Customers are often given generic guidance even though their product history and current behavior indicate a specific next action that would improve adoption.
AI-driven decisions · Chief Information Officer / Chief Customer Officer
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Provide proactive customer support
Customers frequently experience repeated errors or failed workflows before they open a support case, creating avoidable frustration and support cost.
Root cause analysis · Chief Information Officer / Chief Customer Officer
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