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Customer Experience · AI accelerator

Feedback Classifier

NPS + open-text feedback to actionable themes.

−85%
Manual tagging effort
92%+
Theme coverage
Weeks → days
Insight lead time
2–4 months
Payback period
Fb
Feedback Classifier
CX · No. 57 of 117
What it does

Feedback Classifier in production

  • Clusters open-text feedback into themes
  • Links NPS scores to the drivers behind them
  • Tags feedback by product, journey and touchpoint
  • Surfaces emerging complaints within days
  • Routes themed issues to owning teams
  • Publishes weekly voice-of-customer dashboards

45-second film: the Feedback Classifier tile, an animated mockup and the KPI impact.

How it ships

Live in 6–9 weeks, inside your perimeter

Deployment options
On-premise (air-gapped)Private cloudManaged cloudHybrid
Integrates with
QualtricsMedalliaSurveyMonkeyZendeskTrustpilotPower BI
Technology stack
BERTopicSentence TransformersspaCyPostgreSQLMetabase
Compliance & security
GDPRDPDPPCI DSSISO 27001TCPA · TRAI

See Feedback Classifier running inside your environment

A 20-minute technical walkthrough, no slides. Ships in 6–9 weeks.

Book a walkthrough →Browse the library →