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

Sign in

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

3AI Digital Library

Evolution of Segmentation & Personalization as key drivers of customer journeys in the Digital Age of AI

February 28, 2021

Ashish Singru
Senior Director, Finance & Analytics, eBay

AI can access hundreds of sources simultaneously, extract the data needed for the desired task, and transform that data into insights. Using natural language processing (NLP), AI can understand human inputs—text and voice—and “listen” to outside sources (such as social media networks) as well as human conversations to identify opportunities and make recommendations. And it can leverage data to generate predictive analytics, which enables organizations to predict customer behaviour and to take a more proactive stance.

Ashish talks about how as part of digital transformation, customer journeys require more sophisticated segmentation and personalization using AI/ML. The topic is industry-agnostic and can be applied to a variety of industries.

    3AI Trending Articles

  • Redefining Business with Algorithms

    Algorithms will not only drive scores of business processes, but also build other algorithms, much as robots can build other robots. And rather than using apps, future users’ lives will revolve around cloud-based agents enabled by algorithms. Gartner expects that by 2020, smart agents will facilitate 40% of all digital interactions. Organizations will license, trade, […]

  • 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 […]

  • Global Captive Centers – The true enablers of Collaboration (Part-1)

    Featured Article: Author: Vinodh Ramachandran, Neiman Marcus Group Through my experience working for large retail GCCs I. have observed that most retailers, in addition to having a central data & analytics team (typically within tech rolling up to the CIO), also have analytics teams within the businesses running independently and managing all their data, reporting […]

  • Cross-Validation techniques to assess your model’s stability

    Featured Article: Author:  Sai Nikhilesh Kasturi, Data Science & Analytics, Customer Insights & Analysis, American Airlines One of the foremost interesting and challenging things about data science hackathons in Kaggle is struggling to maintain the same ranks on both public and private leader boards. I also have been a victim in struggling to keep the […]