Overview
The strongest help model is not AI alone or staff alone, but a coordinated system where each layer handles the work it is best at.
This article explains how to structure that model inside KREP.
How to use it in KREP
- Let VENE answer repeat navigation and workflow questions using live context and KB references.
- Use the Knowledge Base for durable SOPs, policy answers, and onboarding guides.
- Route exceptions, edge cases, and sensitive problems to support staff quickly.
- Review unresolved questions to decide whether they need better AI prompting, better documentation, or human training.
What to monitor
- AI success rate.
- KB usage.
- Ticket escalation quality.
Best practices
- Treat AI, KB, and tickets as one help system.
- Use each support incident to improve at least one layer.
- Keep customer-facing answers consistent across channels.
Related KREP modules
VENE, Knowledge Base, Tickets
Search topics covered
ai support model, knowledge base and ai, hybrid helpdesk