An operations center turned voice requests into structured, routable cases
The client
Who they are
An operations center handling a steady stream of inbound issues by phone and email. Anonymized.
What they do
Front-line intake and coordination. The team that decides where every reported problem goes next.
Who they serve
Internal teams and customers whose issues live or die by the quality of the first handoff.
Industry
The problem
The same issue reported to two different people produced two different tickets: different detail, different routing, different follow-up. Summaries were written from memory between calls. Context evaporated at each handoff, and callers repeated themselves at every escalation step.
Intake quality shouldn't depend on who answers.
Person-dependent
intake quality varied by who answered
Every escalation
forced callers to re-explain from zero
Intake ran on calls, emails, and manual summaries. Every handoff depended on who happened to take the call.
The solution
Put voice agents on the front line. Agents capture the request, ask structured follow-up questions, and retrieve relevant knowledge during the call.
Standardize case creation. Every call ends as a structured case: summary, entities, category, and suggested routing, identical in format regardless of caller or hour.
Design safe escalation. Complex or sensitive calls hand off to humans with the full transcript summary attached, so nobody starts over.
The impact
Consistent intake
every call, every hour
Structured capture replaced memory-based summaries. Handoffs got cleaner and follow-ups stopped falling through.
Context preserved
zero re-explaining
Escalations arrive with summaries attached. Callers never repeat themselves.
In production
live deployment
Running today for intake, support, and workflow execution. Quantified metrics in collection.
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