Systems involved
Telephony or chat channelNIM voice modelsKnowledge baseCRM or ticketing system
A clearer path from question to resolution.
An example of how voice & conversational ai could turn a business challenge into a working process. This is a proposed scenario, not a published client engagement.
The scenario
The challenge
A support team receives repeated questions across channels, while complex requests often arrive without the context needed to resolve them.
The approach
An assistant draws on approved knowledge, captures the customer’s intent, and hands over to a person with the conversation context when needed.
What we would measure
- Answer quality and successful handovers
- Resolution time for supported request types
- Customer and agent feedback
The proposed workflow
- 01Customer asks by phone or chat
- 02Intent identified, approved knowledge retrieved
- 03Answer given or context captured
- 04Handover to an agent with a summary
How people stay in charge
- AI disclosure at the start
- Clear route to a person at any time
- Answers limited to approved content
