Use cases
Email reply drafting
Read incoming emails, detect the issue type, and draft context-aware responses that follow your tone guidelines.
Ticket classification
Automatically categorize, prioritize, and tag new tickets the moment they arrive in your helpdesk.
Customer history lookup
Consolidate a customer’s interactions, open tickets, and account details into a single profile in seconds.
Escalation pattern analysis
Identify systemic issues driving repeated escalations and recommend process fixes backed by data.
SLA monitoring
Track response and resolution times against targets and flag at-risk tickets before they breach.
Platform capabilities used
| Capability | How it’s used |
|---|---|
| Data sources | Helpdesk system (tickets, interactions, SLA timers), CRM (customer accounts, contacts, contract details), email system (inbound/outbound messages) |
| Knowledge spaces | Brand voice guidelines, email templates, product FAQ documents, escalation policies, refund and credit policies |
| Semantic layer | Objects for tickets, customers, and interactions. Metrics for first response time, resolution time, CSAT score, and escalation rate. Dimensions for category, priority, channel, and agent |
| Agents | Support Rep for customer-facing interactions and reply drafting. Escalation Analyst for pattern identification and root-cause analysis |
| Playbooks | Event-triggered ticket classification, scheduled SLA monitoring scans, monthly escalation trend reports |

