This scenario illustrates how we would approach a common challenge. It is not a description of a specific client engagement, and the outcomes listed are what the solution is designed to achieve — not measured results.
The challenge
A service team handles high volumes of routine requests. Cases are triaged by hand and agents search several knowledge sources for answers.
The solution
Classify incoming cases automatically, retrieve relevant approved knowledge, and draft responses for agents to review, edit and send — with low-confidence cases routed straight to people.
Implementation
- 1Analyze historical case categories
- 2Curate and structure approved knowledge
- 3Build classification and retrieval-grounded drafting
- 4Evaluate on real examples before launch
- 5Monitor quality and agent feedback
Intended outcomes
- Faster triage of incoming cases
- Consistent, grounded responses
- Agents kept in control of every reply