Assists a specialistIdea

Local customer support copilot

Drafts accurate answers for agents and fills ticket fields from an internal knowledge base.

RAGClassificationLocal LLMsCustomer support

Problem it solves

Support agents spend too long searching instructions, respond inconsistently, and manually classify tickets.

Inputs

Ticket text, conversation history, product context, and support knowledge base.

Outputs

Draft response, category, priority, summary, and recommended next action.

How it works

A local LLM uses customer context and retrieved instructions. The human agent remains responsible for sending the response.

Limits and boundaries

Requires personal-data controls and regular evaluation on real support conversations.