Kunnworks
B03AI & data

Customer inquiry abuse analysis and response AI

An AI project focused on identifying abusive content in customer inquiries and connecting analysis with follow-up handling.

Project scope
AI development
Technology & disciplines
PyTorch · LLM fine-tuning · Text analysis · Response workflow integration
Explore the features
Customer inquiry abuse analysis and response AI — Feature and planning illustration
Feature and planning illustrationAI development
01 OVERVIEW

Project challenge and scope of work

Scope of work
AI development
Functions and deliverables shown
Inquiry text analysis · Abusive-content identification · Response workflow integration
Evidence presented
Feature and planning illustration

LLM fine-tuning supports a text-analysis workflow that gives support operations information for review and connects the result to subsequent response processes.

Original project visuals are presented in Korean, with English explanations alongside them.

02 FEATURES

The features, in context

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Inquiry text analysis

Analyze incoming inquiry text to help support staff understand the content and prepare for review.

02 / 03

Abusive-content identification

Identify abusive content and present information that supports the response decision.

Abusive-content identification — Identify abusive content and present information that supports the response decision.
Abusive-content identificationView full-size image (new tab)
03 / 03

Response workflow integration

Connect analysis results to automated response-handling steps and subsequent support work.

Response workflow integration — Connect analysis results to automated response-handling steps and subsequent support work.
Response workflow integrationView full-size image (new tab)
03 SCREENS & DESIGN

Detailed interfaces and project material

Explore the project’s information structure, interface composition, and design decisions

Project detail board — Customer inquiry abuse analysis and response AI
Project detail boardView full-size image (new tab)
04 WORKFLOW

Service workflow

The flow connects entry points, user roles, and the next step in the work

Project workflow — Customer inquiry abuse analysis and response AI
Project workflowView full-size image (new tab)