India's largest platform for AI & Analytics leaders, professionals & aspirants

Sign in

India's largest platform for AI & Analytics leaders, professionals & aspirants

3AI Digital Library

Category Relationship Model using Unsupervised Learning

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

    3AI Trending Articles

  • Is your Enterprise AI Ready: Strategic considerations for the CXOs

    Author: Sameer Dhanrajani, CEO at AIQRATE advisory & consulting | AI advisor, business builder | Author | Speaker |Columnist| President at 3AI | Ex-CSO: Fractal, Global Business Leader: Cognizant, Country Head: Fidelity National Financial At the enterprise level, AI assumes enormous power and potential , it can disrupt, innovate, enhance, and in many cases totally […]

  • ML & Data Science Solutions: Build, Buy or Outsource?

    Data and analytics leaders increasingly believe that data science is a critical component of their analytics and business intelligence (BI) modernization plans, and are clamoring to incorporate new. Technologies such as predictive analytics, machine learning and deep neural nets sit at the Peak of Inflated Expectations on related Gartner Hype Cycle. While some degree of backlash […]

  • Mental Health Startup Wysa backed by Google In Series A Round

    Wysa is artificial intelligence (AI)-driven virtual coach that combines empathetic listening with evidence-based therapeutic techniques Bengaluru-based mental health startup Wysa is looking to raise funds from Google, the company’s filings with the ministry of corporate affairs (MCA) confirm.  The filings, which contain Wysa parent Touchkin Eservices Private Limited’s articles of association (AOA), read, ‘“Series A1 […]

  • PoS Terminals Open Consumers to Fraud

    Point-of-sale terminal vendors Verifone and Ingenico have issued mitigations after researchers found the devices use default passwords. Point-of-sale terminal vendors Verifone and Ingenico have issued mitigations after researchers found the devices use default passwords. Researchers are detailing widespread security issues in point-of-sale (PoS) terminals – specifically, three terminal device families manufactured by vendors Verifone and […]