PaymentsJournal
No Result
View All Result
SIGN UP
  • Commercial
  • Credit
  • Debit
  • Digital Assets & Crypto
  • Digital Banking
  • Emerging Payments
  • Fraud & Security
  • Merchant
  • Prepaid
PaymentsJournal
  • Commercial
  • Credit
  • Debit
  • Digital Assets & Crypto
  • Digital Banking
  • Emerging Payments
  • Fraud & Security
  • Merchant
  • Prepaid
No Result
View All Result
PaymentsJournal
No Result
View All Result

Credit Card Machine Learning: Everything Old is New Again

By Brian Riley
October 26, 2018
in Analysts Coverage, Artificial Intelligence, Credit, Emerging Payments
0
1
SHARES
0
VIEWS
Share on FacebookShare on TwitterShare on LinkedIn
AI

AI

Something interesting about watching the maturation of payment system in developing economies is that so many things we take for granted become “Oh, Wow” moments.  India is a perfect example.  Here we have the second largest market in the world with more than a billion people, building credit card infrastructure.  Here is a view from Livemint, a local media source.

  • India has witnessed a strong growth in credit card adoption – 39 million cards were in circulations at the end of June 2018, up 25% year-on-year.
  • While consumers continue to see credit cards as a convenient way to extend their purchasing capacity, with the ongoing payments’ disruption, the plastic credit cards as we know today, may not be part of the payments’ future.
  • Take the case of UPI 2.0, which allows merchants to leverage overdraft facility as well as block funds in the customer’s savings account for future usage, in many ways functioning like a credit card.

Ah.  It is all in the data.

  • So how do credit card issuing banks navigate this scenario of consolidating rapid growth today while preparing for the future? The answer lies in adopting a more customer centric
  • If issuers are able to better predict consumer behaviour, they have a stronger chance of offering highly personalized solutions.
  • Adoption of artificial intelligence and more specifically machine learning offers this opportunity. Several leading Indian banks are already experimenting with AI for improving customer service and optimizing backend processes.

If you come from a country with a well-established payments business, you probably do not feel Bank of America’s credit card “special offers” is anything out of the ordinary when they push out coupon from Starbucks.  Inside the industry, you’d know that was probably  Cardlytics; Outside the industry, you’d feel the offer just made sense.

Similarly, with your FICO score, you would expect your score to drop after generating a hard inquiry from a credit application, but it will quickly rebound after the account books. That is machine learning but we’ve normalized it.

Machine learning will certainly get smarter, for both developing and mature markets, but for now, it is always fun to see an “Oh, Wow” moment.

For a view of the Indian market, please see Brazil, Russia, India, and China: Payment Developments in the BRIC countries.

Overview by Brian Riley, Director, Credit Advisory Service at Mercator Advisory Group

1
SHARES
0
VIEWS
Share on FacebookShare on TwitterShare on LinkedIn
Tags: AICredit CardIndia

    Get the Latest News and Insights Delivered Daily

    Subscribe to the PaymentsJournal Newsletter for exclusive insight and data from Javelin Strategy & Research analysts and industry professionals.

    Must Reads

    Simplifying Payment Processing? Payment Orchestration Can Help , multi-acquiring merchants

    Multi-Acquiring Is the New Standard—Are Merchants Ready?

    February 3, 2026
    ACH Network, credit-push fraud, ACH payments growth

    What’s Driving the Rapid Growth in ACH Payments

    February 2, 2026
    chatgpt payments

    How Merchants Should Navigate the Rise of Agentic AI

    January 30, 2026
    fraud passkey

    Why the Future of Financial Fraud Prevention Is Passwordless

    January 29, 2026
    payments AI

    When Can Payments Trust AI?

    January 28, 2026
    Contactless Payment Acceptance Multiplies for Merchants: cashless payment, Disputed Transactions and Fraud, Merchant Bill of Rights

    How Merchants Can Tap Into Support from the World’s Largest Payments Ecosystem

    January 27, 2026
    digital banking

    Digital Transformation and the Challenge of Differentiation for FIs

    January 26, 2026
    real-time payments merchant

    Banks Without Invoicing Services Are Missing a Small Business Opportunity

    January 23, 2026

    Linkedin-in X-twitter
    • Commercial
    • Credit
    • Debit
    • Digital Assets & Crypto
    • Digital Banking
    • Commercial
    • Credit
    • Debit
    • Digital Assets & Crypto
    • Digital Banking
    • Emerging Payments
    • Fraud & Security
    • Merchant
    • Prepaid
    • Emerging Payments
    • Fraud & Security
    • Merchant
    • Prepaid
    • About Us
    • Advertise With Us
    • Sign Up for Our Newsletter
    • About Us
    • Advertise With Us
    • Sign Up for Our Newsletter

    ©2024 PaymentsJournal.com |  Terms of Use | Privacy Policy

    • Commercial Payments
    • Credit
    • Debit
    • Digital Assets & Crypto
    • Emerging Payments
    • Fraud & Security
    • Merchant
    • Prepaid
    No Result
    View All Result