Agentic AI — Sentiment & NLP

Understand What Your Customers
Actually Feel. In Their Language.

Deploy enterprise-grade sentiment analysis and NLP in 9 Indian languages. Score every customer interaction for sentiment, emotion, and intent in real time — and feed those insights directly into your CRM, ticketing system, and executive dashboards.

Core Capabilities

Enterprise Sentiment & NLP — Full Stack

Real-Time Sentiment Scoring

Score every customer interaction — call, chat, email, review, social post — for sentiment (positive/neutral/negative), emotion (anger, frustration, satisfaction), and urgency in real time.

  • Multi-channel sentiment ingestion
  • 6-emotion classification model
  • Real-time urgency scoring
  • Sentiment trend tracking

9-Language NLP Engine

Sentiment and intent analysis in Hindi, Tamil, Telugu, Kannada, Marathi, Bengali, Gujarati, Punjabi, and Malayalam — with domain-specific fine-tuning for your industry vocabulary.

  • 9 Indian languages + English
  • Domain vocabulary fine-tuning
  • Hinglish and code-mixed text support
  • Regional idiom recognition

Intent Classification & Entity Extraction

Automatically identify what customers want (intent) and extract key entities — product names, order IDs, dates, locations, complaint categories — from unstructured text at scale.

  • Multi-intent classification
  • Named entity recognition (NER)
  • Custom entity type definition
  • Confidence scoring per extraction

VoC Analytics Dashboard

Aggregate sentiment and intent data from all channels into a unified Voice of Customer dashboard. Track NPS drivers, complaint categories, emerging issues, and product feedback trends in real time.

  • Unified multi-channel VoC view
  • NPS driver analysis
  • Emerging issue detection
  • Exportable insight reports

CRM & Support Platform Integration

Pipe sentiment scores and intent classifications directly into your CRM, ticketing system, or data warehouse — enriching every customer record with AI-generated intelligence.

  • Salesforce, HubSpot, Zoho CRM
  • Freshdesk, Zendesk enrichment
  • Snowflake, BigQuery data pipeline
  • Real-time webhook delivery

On-Premise & DPDP Compliant

All text processing happens on your infrastructure. No customer data sent to third-party cloud NLP APIs. Full DPDP Act compliance with configurable data retention and audit trails.

  • On-premise NLP model deployment
  • DPDP Act compliant processing
  • No third-party data sharing
  • Full audit trail per analysis

Start Understanding Your Customers in Their Language

Book a free NLP discovery session. We'll run a sample analysis on your existing customer data and show you the insights you're currently missing.