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

Sign in

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

3AI Digital Library

Multi-channel Marketing Analytics

3AI August 17, 2020

A leading US Bank

Problem Statement

  • Initiative to track 360 degree view of the customer experience on the Bank’s online and mobile channel
  • Need to gain better visibility around the effectiveness of varied sales and marketing initiatives

Analytics Led Approach

  • Real-time online analytics using Site Catalyst
  • Reports showing detailed information on purchasing metrics, customer loyalty, campaigns, visitor profiles etc.
  • Data analysis from multiple data sources (both online and offline) to gain actionable customer intelligence
  • A/B or Multivariate testing of various campaigns for targeted marketing

Business Impact

  • Achieved risk-adjusted 3-year ROI of 25%
  • Reached break-even on the investment within one year
  • Realized total (risk-adjusted) net present value of $771,560
  • 10.5% increase in NPV due to changes on the organization’s home page based on initial A/B testing

Critical Success Factors

  • Understanding of end-to-end marketing lifecycle
  • Expertise in various marketing analytics products – Site Catalyst, Insight and Test & Target
  • Innovation led delivery- creation of standard dashboards instead of manual reporting for improved efficiency

    3AI Trending Articles

  • Google investigates ethical AI team member over sensitive data handling

    Google’s diversity efforts have been questioned by employees and adds to years of angst, including several resignations and firings in the AI department. Alphabet Inc’s Google is investigating a member of its ethical AI team and has locked the corporate account linked to that person after finding that thousands of files were retrieved from its […]

  • Transforming Product Experience: How Generative AI is changing the game for Microsoft, Oracle, and AWS

    Featured Article: Author: Abhishek Tandon, Director, Customer Success for Fosfor, LTIMindtree Artificial Intelligence (AI) has revolutionized the way we interact with technology, and one of its most intriguing applications is conversational AI. Chatbots and virtual assistants have become increasingly popular, enabling businesses to provide personalized and efficient customer experiences. Companies like Microsoft, Oracle, and Amazon […]

  • Way to make object-recognition models perform better

    Adding a module that mimics part of the brain can prevent common errors made by computer vision models. Computer vision models known as convolutional neural networks can be trained to recognize objects nearly as accurately as humans do. However, these models have one significant flaw: Very small changes to an image, which would be nearly […]

  • Changing face of Algorithms

    In the age of Big Data, algorithms give companies a competitive advantage. Today’s most important technology companies all have algorithmic intelligence built into the core of their product: Google Search, Facebook News Feed, Amazon’s and Netflix’s recommendation engines. “Data is inherently dumb,” Peter Sondergaard, senior vice president at Gartner and global head of Research, said […]