NLP Triage Engine

Automated Ticket Routing

Transform unstructured customer feedback into actionable data. Our NLP engine classifies department, issue type, priority, and sentiment in milliseconds.

NLP Parser
Confidence Scoring
Live Parse
Priority Weight
+5
Processing QueueRecent 4
NLP: Payment Issue(98% Confidence)
High98
NLP: Login Error(92% Confidence)
92
NLP: Refund Req(89% Confidence)
89
Auto-Sync EnabledReady
Routing Stream
Real-time Pipeline
Active
Ingesting

Billing Ingestion

Queue: Queue A

68%
Department Routing
01
Billing Ingestion
Queue A
High00:02
02
Access Request
Queue B
Med00:03
03
Feature Query
Queue C
Low00:04
API Latency: 12msSyncs with CRM
Analytics View
Sentiment Trends
Live Data
Live Ticket Stream
Live Ticket Stream
3/4 View
Sentiment Metrics
Sentiment Metrics
3/4 View
Upload historical logsCSV, JSON, XML up to 50MB
Auto-Tagging
Enabled
Cloud StorageSecure
Ticket History
Processed Batches
v2.1
FinanceBatch #402
2023.10.21

Payment Gateway Sync

NLP identified 42 payment failures. Routed to Finance department automatically.

SecurityBatch #401
2023.10.18

Auth Security Audit

Detected 12 suspicious login attempts. Flagged as High Priority for Security.

SupportBatch #399
2023.10.12

Refund Processing

Automated 150 refund requests. Sentiment analysis confirmed positive resolution.

Export to JSONAuto-Save

Enterprise-Grade NLP

Secure, scalable ticket analysis that integrates with your existing support stack.

Integration Pipeline

Automated ticket routing

Connect your support stack to TICKETAI. Our NLP engine classifies incoming tickets by department, priority, and sentiment in milliseconds.

Performance Metrics Live Status
Processing efficiency
Benchmarks for high-volume ticket ingestion and classification.

NLP Inference Load

Minimal CPU impact during ticket parsing

< 0.12%

Routing Latency

End-to-end classification speed

18.2ms

Data Persistence

Stateless processing for privacy

0.00%

Integration Standards

Native Helpdesk Connectors

Pre-built integrations for Zendesk, Intercom, and Jira to sync tickets instantly.

Secure Webhook Handshakes

Encrypted payload delivery with HMAC signatures to ensure data integrity.

Real-time NLP Scrubbing

PII redaction occurs in-memory before classification, ensuring compliance.

SOC2 / GDPR ReadyView docs
Secure API
curl -X POST https://api.ticketai.io/v1/analyze 
  -H "Authorization: Bearer tai_live_8a7b6c5d4e3f" 
  -H "Content-Type: application/json" 
  -d '{
    "ticket_text": "My payment failed but order is missing.",
    "webhook_url": "https://your-crm.com/hooks",
    "include_sentiment": true
  }'
Ready for production
v1.0-stable

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