[INC4] AI Rules Engine System for Promotion Overlap Control at Inochi

Inability to track the effectiveness and overlap of multiple promotions simultaneously due to manual management via Excel/email, leading to lack of synchronization, systematic issues, and potential errors/overlaps between customers, products, and time. (Time spent on manual updates and current error/overlap rate need to be quantified).

Collect all current & historical promotions. Design AI rules + machine learning system to analyze promotions. Integrate with sales data to check program application. Alert Sales/Marketing about risks. Automate daily/weekly/monthly promotion reports.

Manual updates via Excel, Email, Zalo, etc.

Manual updates via Excel, Email, Zalo, etc.

Sales, Financial Accounting (TCKT), Operations, Marketing

Data for all current & historical promotions (information on customers, products, time, application conditions) is needed. This data is structured (Database/Spreadsheet) and needs to be integrated with sales data.

Requires designing an AI Rules Engine and integrating it with sales data (possibly via API) to check promotion application. A system for automated alerts and reports (via Email/Zalo/System) needs to be built.