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

Sign in

India's largest platform for AI & Analytics leaders & professionals
Become a Thought Leader
Become a 3AI Member

Sign in

3AI Digital Library

< Go Back

Customer Feedback Analytics Using Classification Modelling

3AI October 27, 2020

One of India’s Largest Conglomerates headquartered in Mumbai

Problem Statement

Automate the survey feedback comment classification process and also predict the future comment classification

Solution Approach

  • Model Dataset

  • Random Forest

  • Network issues, Voice issue, data issue ,customer service issue and multiple issues


Business Impact

  • Leverage Customer experience around their product

  • Ensemble Classifier produces Higher Accuracy as compared to individual algorithm

  • Through interactive dashboard the concerned team can get the idea of the main problems

Critical Success Factors

  • Greenplum Database
  • Interactive Dashboard Deployment

    3AI Trending Articles

  • Transforming Customer Experience through Unified Business Functions

    Author: Souvik Das, AVP – Platforms & Offerings, Genpact Digital and Pramit Dasgupta,VP – Platforms & Offerings, Genpact Digital The recent pandemic has changed customer expectations and interactions in many ways. Forever. As organizations evolve through the new normal and gear up to satisfy their customers, there is a need to rethink and redesign how […]

  • How AI is supercharging Metaverse

    Featured Article: Author: Dr. Anish Agarwal, Global Head of Analytics, Dr. Reddy’s Laboratories The Metaverse is one of the most significant rising technologies right now. Some will say you have to travel in time to know about it. But the metaverse has given a huge platform to people to hypothetically get into the imaginary world. […]

  • Indian independent software vendors are choosing Oracle Cloud to run Critical Business Applications

    A large number of Indian independent software vendors (ISVs) are choosing to run their business critical applications on Oracle Cloud Infrastructure (OCI) to improve application performance A large number of Indian independent software vendors (ISVs) including GOFRUGAL, Medexpert, Ameyo and Information Dynamics, among others are choosing to run their business critical applications on Oracle Cloud Infrastructure (OCI) […]

  • RBI provides new set of guidelines for the Digital Banking and Payments ecosystem

    The master direction on digital payment security controls, released last week, casts a wide net. The skyrocketing of online transactions in the country—Covid-19 has provided no small impetus, with the amount transacted via UPI doubling in January 2021, at Rs 4.3 lakh crore, from lasts year’s Rs 2.1 lakh crore—calls for fortifying cybersecurity in the […]