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Customer Experience · AI accelerator

Sentiment Analyzer

Tone-aware ticket triage for support teams.

35–50%
Escalations pre-empted
−40%
Priority-queue wait
90%+
Sentiment accuracy
2–4 months
Payback period
Sa
Sentiment Analyzer
CX · No. 51 of 117
What it does

Sentiment Analyzer in production

  • Scores tone and urgency on every inbound ticket
  • Detects frustration and churn signals in live chats
  • Prioritises queues by sentiment and customer tier
  • Triggers supervisor alerts on escalating calls
  • Tracks sentiment trends by product and region
  • Flags agent-side tone for coaching reviews

45-second film: the Sentiment Analyzer 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
ZendeskFreshdeskSalesforce Service CloudIntercomGenesys CloudSlack
Technology stack
XLM-RoBERTa (fine-tuned)Hugging Face TransformersApache KafkaElasticsearchGrafana
Compliance & security
GDPRDPDPPCI DSSISO 27001TCPA · TRAI

See Sentiment Analyzer running inside your environment

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

Book a walkthrough →Browse the library →