The business challenge
Support teams often spot escalation risks late because supervisors rely on manual reviews of case histories, SLA timelines, response delays, and customer interactions. As volumes grow, late identification leads to missed SLA commitments, repeated complaints, higher workload, and retention risk. Businesses need a proactive way to find potential escalations and prioritize critical cases before issues become serious.
The Worktual solution
The Escalation Predictor Agent identifies support cases that may escalate by analyzing case information, SLA time remaining, interaction history, repeated contacts, and sentiment.
It evaluates risk indicators, ranks potential escalations, and gives supporting reasons for each critical case. It then notifies the responsible supervisors with the case context, so they can review the situation and act before it escalates further.
Example business scenario
A bank customer repeatedly contacts the support team about an unresolved transaction complaint. The case is approaching its SLA deadline, and the customer has shown dissatisfaction in earlier interactions. The Escalation Predictor Agent analyzes the case history, remaining SLA time, repeated follow-ups, and sentiment. It flags the case as a high escalation risk, generates reason codes, and notifies the responsible supervisor with the case context. The supervisor can step in before the complaint escalates.
Adaptable across industries
The escalation prediction workflow can be configured for different sectors.
- Retail & e-commerce: Use the agent to identify repeated order, delivery, and refund complaints that may lead to escalation.
- Banking & financial services: Use the agent to identify unresolved payment disputes, transaction complaints, and repeated account-service requests.
- Healthcare: Use the agent to identify delayed administrative patient-service requests and repeated follow-ups, while preserving privacy and clinical escalation boundaries.
- Telecom & utilities: Use the agent to identify recurring network complaints, connectivity issues, and unresolved billing requests.
- SaaS & technology: Use the agent to identify repeated application issues, unresolved technical cases, and recurring product incidents.
Security, oversight and accuracy
The Escalation Predictor Agent uses only authorized information and your configured business rules. Risk assessments and notifications stay reviewable by authorized employees, and sensitive or exceptional decisions require human oversight and approval.