Priority review
Surface calls where urgency and negative tone appear together.
Sentiment intelligence
Understand customer tone in operational context.
Qfix combines tone, topic, urgency and outcome in one call record, helping teams find risk and decide what should happen next.
Sample conversation record
Service request · QF-2048
Conversation signal
Needs reviewOpeningFrictionRecovery
Key moment
“I have called twice and still do not know when the service will be completed.”
01:42 — 01:51
- Topic
- Service status
- Urgency
- High
- Next action
- Human callback
How it works
From a conversation to a clear next action.
Sentiment is one signal, not the final answer. Qfix connects it to the reason for the call and the workflow state.
Capture the conversation
The call becomes a searchable transcript with speaker turns and timestamps.
Interpret the signals
Tone, topic, urgency and key moments are evaluated together instead of as an isolated score.
Route the next action
Review, callback or workflow tasks can be assigned with the relevant call context attached.
Operational visibility
Make the signal useful for the people running the operation.
Managers can focus review time on calls that carry risk, recurring friction or an incomplete outcome.
Root-cause patterns
Group recurring topics and friction points across conversations.
Context-rich handoff
Send the transcript, reason and next action to the responsible person.
Questions
Sentiment intelligence in practice
Should a sentiment score make the final decision?
No. Sentiment should be reviewed with the topic, transcript, urgency, outcome, and workflow rules. Sensitive or uncertain cases should keep a human decision path.
Can review rules differ by call workflow?
Yes. Teams can define different signals, thresholds, review queues, and follow-up actions for support, service, appointment, or other approved call types.
Test sentiment intelligence on a real workflow.
Start with one call type, define the review and escalation rules, then evaluate the result with your operations team.