Extract key themes, sentiment, and drivers from all your VoC channels.
Automatically flag policy violations and identify risky language across communications.
Automatically flag policy violations and identify risky language across communications.
Spend fewer hours reading raw text with powerful automated categorization.
Detect and prioritize critical issues faster to directly improve your CSAT and NPS scores.
Get ahead of escalations with early trend detection across all your feedback channels.
Create shared dashboards for product and support with a unified taxonomy.
Connect all your text sources: reviews, tickets, chats, surveys, and documents.
Detect polarity and nuanced sentiment with domain-specific model fine-tuning.
Automatically discover hidden themes and conversations via unsupervised topic modeling.
Extract named entities and classify user intent for routing, reporting, and automation.
Generate concise report summaries for weekly insights and executive-level updates.
Data Source Support
Limited APIs
Manual uploads only
Native App Connectors
Sentiment Granularity
Basic polarity
Rigid keyword rules
Fine-tuned for domain
Topic Discovery
Pre-defined topics
Manual tagging
Automated theme clustering
Governance
No audit trails
Basic user roles
Full enterprise control
Custom Models
One-size-fits-all
No customization
Business-specific taxonomy
Document Intelligence AI
Plain text only
No PDF support
Analyzes DOCX and PDF
Requires pre-translation
Requires pre-translation
Single language
Native NLP for 20+ languages
Workflow Triggers
Manual exports
Batch processing
Real-time API & webhooks
Our models are built for reliability, monitoring, and performance beyond demos.
We support your unique business labels, intents, and domain-specific language.
Easily connect with your existing CX, BI, and data stacks via our robust APIs.
Get full access controls, audit logs, and a compliance-friendly setup for your data.
Director of Customer Insights
Data Exfiltration Incidents
Securely ingest data from tickets, chats, surveys, and reviews.
Set up your custom labels, intents, and define your success metrics.
Activate classification, sentiment, topic, and summarization AI models.
Launch dashboards, alerts, and workflow automations to your key teams.
Get a custom architecture review and pilot plan in 48 hours.