Home · Accelerator library · Sentiment Analyzer
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
See it in a use caseCustomer service →

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
Not ready for a call?

Get the MindMap capability deck

Not ready for a walkthrough of Sentiment Analyzer? The capability deck covers the platform, the accelerator library and how an engagement runs. Our team emails it within one business day.

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 →