Category Relationship Model using Unsupervised Learning

3AI November 7, 2020

3rd Largest Multinational 
consumer goods company

Problem Statement

• Data was not delivered on time for processing from the suppliers. No streamlined approach been implemented for smooth flow of work
• Many of the important components was not captured in the dashboard

• Data is duplicated in the file, which led to inaccurate Penetration %

Solution Approach

• Internal Data

• Data from the Suppliers

• Data Preprocessing

• Alteryx Model Dataset

• Excel Outputs

Business Impact

• Built a sophisticated Alteryx workflow which helped the client to get the necessary information on time and provides better experience and better ease of use of the Apps in iO Platform
• Created learning algorithms to optimize the existing work which helps to identify the Category, Category Group & Category details based on SKU level mapping reduced the effort required for complete the work more effectively & quickly

Critical Success Factor

• Integrated Tableau Based visualization