Automatically Classify Issues
Issue Intelligence first analyzes each issue and filters out noise; then, using what it has learned from historical issues and built-in categories, it determines the right category, priority, and routing decision.
Emojis, irrelevant messages from automated email lists, misrouted support emails, and contextless content are filtered out or marked as low priority.
Using historical issues and built-in categories, it automatically determines the issue type, topic, and context.
Intelligent classification simplifies issue routing, improves response efficiency, and helps every issue reach the right team.
Even when the channel changes, the same intelligent categorization logic is applied, reducing manual effort and operational errors.
The service that filters the noise at the gate is PRIME — Priority Ranking & Interaction Management Engine. It listens to all written channels and decides whether each incoming item is a genuine customer ticket that needs handling, and how urgent it is.
Emojis, short contextless content, irrelevant messages from automated mailing lists and misrouted emails are filtered out at the gate or marked as low priority. Even when thousands of messages arrive on campaign days, teams work on real tickets instead of noise.
Every valid message gets a type — complaint, request, information, thanks or spam — and an operational priority based on the tone, topic and impact of the content. Rule-based features, a transformer sentiment model and LLM context evaluation are fused into a single decision, each produced with a confidence score.
All Touchpoints
No matter where the customer issue comes from, the system applies the same classification principles with advanced content analysis. This creates a shared, learning, and consistent categorization layer instead of different interpretations by different teams.
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