Extracts themes, detects recurring issues, and reports trends from support data.
Activation complexity
Medium
Time to activate
10-14 days
Volume share
60-80% of role volume
Impact range
Recurring + emerging themes flagged with confidence
Inherited pricing
€80.00 – €220.00 per analysis delivered
This capability shares the Support Operations Analyst's metered unit. A analysis delivered is counted once at the role level regardless of which capability handled it. Adding this capability to an active deployment does not change the per-action price.
What this capability handles
Voice of Customer Insights mines ticket content and CSAT verbatims to surface the themes that matter — emerging, recurring, and declining — with confidence bands and example tickets.
Workflow summary
Aggregates data, extracts themes, scores recurrence, reports trends.
Stages
Decision logic
Uses theme clustering, recurrence thresholds, and trend signals to produce decision-grade insights.
Systems and data
{"help desk","CSAT platform"}
{"ticket content","CSAT verbatims","category tags",history}
Exceptions & human handoff
Novel theme signals route for support-leader interpretation before publication.
Novel theme, interpretation ambiguity, or cross-segment conflict.
Readiness
Theme taxonomy documented, ticket categorization hygiene in place.
Owner on client side · Head of Support
Impact contribution
30-40% of role impact comes from continuous theme detection and trend reporting.
Primary KPI · Themes surfaced per week · Recurring + emerging themes flagged with confidence
The chat opens with Support Operations Analyst and Voice of Customer Insights pre-selected. You can add other capabilities during the conversation.