Intelligent case triage that routes tickets before your team even sees them
Classify intent, score priority, and route to the right agent or queue in seconds — not minutes. Reduce first-response time by up to 70% with AI-powered triage workflows.
Built for Support Leaders & CX Operations
The Problem
Why manual triage doesn't scale
Slow First Response
Manual triage creates a bottleneck. Customers wait minutes or hours while tickets sit unassigned in a shared inbox.
42% of customers expect a response within 60 seconds
Misrouted Tickets
Without intelligent routing, tickets land with the wrong team — triggering re-queues, handoffs, and frustrated customers.
Up to 25% of tickets are initially misrouted
No Priority Intelligence
Every ticket gets the same urgency. High-value accounts and escalation-risk cases get buried alongside low-priority requests.
Agent Burnout
Agents spend 30%+ of their time on repetitive triage tasks instead of resolving complex cases that need human expertise.
30% of agent time wasted on triage
Results
Measurable impact from day one
70%
Faster First Response
Automated triage eliminates the manual queue, getting tickets to the right agent instantly.
95%
Routing Accuracy
AI-powered intent classification routes tickets to the correct team on the first try.
40%
Fewer Re-Queues
Skill-based routing dramatically reduces ticket bouncing between agents and teams.
3x
Faster Escalation
Priority scoring surfaces urgent cases immediately so nothing falls through the cracks.
Capabilities
Everything you need for intelligent triage
Intent Classification
AI analyzes ticket content, subject lines, and customer context to classify intent with high confidence.
- Multi-label classification for complex requests
- Custom intent taxonomies per business unit
- Confidence scoring with human-in-the-loop fallback
Priority Scoring
Dynamic priority scoring based on customer tier, sentiment, SLA status, and historical escalation patterns.
- Account-value weighted prioritization
- Sentiment-aware urgency detection
- SLA countdown integration
Skill-Based Routing
Match tickets to the best-qualified agent based on skills, availability, workload, and language.
- Agent skill matrix matching
- Real-time capacity balancing
- Language and timezone routing
Escalation Detection
Proactively detect tickets at risk of escalation before they become CSAT-impacting incidents.
- Churn-risk signal detection
- VIP and enterprise account fast-tracking
- Automatic supervisor alerts
CRM & Ticketing Sync
Bi-directional sync with your CRM and ticketing platform keeps all customer context up to date.
- Salesforce, HubSpot, Zendesk integrations
- Auto-populate ticket fields
- Unified customer timeline
How It Works
Three steps to automated triage
Step 1
Ingest & Classify
Tickets arrive from any channel — email, chat, phone, web form — and are instantly classified by intent, topic, and sentiment.
Step 2
Prioritize & Route
AI scores urgency based on customer context and SLA, then routes to the best-fit agent or automation queue.
Step 3
Resolve & Learn
Agents resolve with full context. The system learns from outcomes to continuously improve routing accuracy.
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Frequently asked questions
How does AI case triage decide where a ticket goes?
The agent reads the ticket, classifies intent, and scores priority against your rules, then matches the case to a queue or agent by required skill. Routing accuracy runs around 95%, and escalation-worthy language is caught on the first pass rather than after a customer follows up.
How much faster is first response with automated triage?
First-response time typically drops by up to 70%, because classification and routing happen in seconds instead of waiting for someone to work through a shared inbox. Re-queues fall by roughly 40%, so tickets reach the right person the first time rather than bouncing between teams.
Does case triage work with our existing helpdesk and CRM?
Yes. Triage runs on top of your current helpdesk and CRM through managed connectors, writing classification, priority, and routing decisions back into the ticket record. You keep your existing tooling, queues, and reporting — the agent supplies the decision layer above them.
Related Glossary Terms
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