AI-Powered Intake Triage + Routing

Turn unstructured text into structured outcomes your teams can act on

Auto-routing

Predict the best queue, assignment group, or category using your historical labels.

LLM-first + fallback

Provider failover and an ML fallback option when LLM providers are unavailable.

RAG over your own tickets

Similarity retrieval pulls relevant prior examples to improve accuracy and consistency.

Built for self-hosted deployments

Run privately in your environment and integrate via REST APIs for platforms like ServiceNow, Jira, and Zendesk.

Designed for IT & Ops Teams

Improve routing accuracy and reduce time-to-triage

Fewer misroutes

Reduce bounce-backs and reassignments by routing to the right team from the start.

Faster time-to-triage

Automatically classify new tickets and accelerate incident response and support workflows.

Confidence thresholds

Route only when confidence is high, and fall back to manual review when it’s not.

Want to see Clarity in action?

Request a demo and we’ll show you how to route tickets with measurable accuracy and confidence thresholds.

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Ready to Modernize Ticket Intake?

Use Clarity to turn messy ticket text into consistent routing outcomes across your helpdesk workflows.

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Have questions about Clarity? Our team is here to help.