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Internal data integration
Connect internal commerce APIs and the customer database as inputs for customer analysis.
B02AI & data
Customer analytics and marketing intelligence AI
An AI project linking an online store’s internal APIs and customer database with marketing analysis.
Explore the features
01 OVERVIEW
The challenge and approach
Text-based LLM analysis provides a way to interpret internal customer information and present findings for marketing teams to review and apply.
Original project visuals are presented in Korean, with English explanations alongside them.
02 FEATURES
The features, in context
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Customer database analysis
Interpret customer information through a text-based analysis workflow for marketing staff.
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Marketing insight review
Present database analysis in a form that helps staff understand findings and consider marketing applications.
03 SCREENS & DESIGN
How the design comes together
Explore the project’s information structure, interface composition, and design decisions
04 WORKFLOW
Following the user’s next step
The flow connects entry points, user roles, and the next step in the work
Energy analytics and AI for small businesses
System development
Manufacturing AI and smart factory solution design
Solution design
University ERP and integrated system operations
Operations improvement