Interactions
300
Synthetic records in period
Executive summary
Calculated service signals and evidence-backed priorities.
Resolution rate
70.6%
Resolved cases; higher is better
Average effort
4.6
1–7; lower is better
Repeat contact
25.3%
Customers with more than one interaction
Channels
5
Distinct source channels
Top driver
onboarding
Most frequent interaction category
Key findings
| Finding | Area | Priority | Evidence | |
|---|---|---|---|---|
| Authentication creates repeat effortIdentity and password flows appear in unresolved interactions. | product | high | 35 | View evidence |
| Peak chat waits reduce experienceQueue delay is visible in chat evidence. | operations | high | 33 | View evidence |
| Billing language causes confusionUsers request clearer explanations of fees and statements. | experience | medium | 46 | View evidence |
| Portal guidance can deflect contactsNavigation and self-service guidance are recurring needs. | product | medium | 53 | View evidence |