Nilson Report

Issue 1153 | May 2019

FEATURED COMPANIES

Companies featured in this issue include:

Top Acquirers in Europe Ranked by Purchase Transactions

Investments & Acquisitions—April 2019

U.S. Credit Card Debt 1988-2018

Top 20 General Purpose Card Acquirers in Europe

Largest Merchant Acquirers in Europe 2018—Ranked by Visa/Mastercard Transactions

Top 20 Acquirers of Web Transactions in Europe

Investments & Acquisitions—April 2019

In April 2019 there were 62 mergers, acquisitions, IPOs, private placements, and other investments in 20 countries. Turn to page 4 to see all 62 deals.

1. Epsilon (United States)
Acquired by Publicis, $4.40 billion
2. Network International (Dubai)
IPO, $1.40 billion
3. Wirecard (Germany)
Bonds purchased by Softbank, $1.00 billion

Full access to the Investments & Acquisitions—April 2019 study is available when you subscribe to The Nilson Report.

< BACK TO NEWSLETTER ARCHIVE

POSTED MAY 16, 2019 | PRINT

Psychometric-Based Credit Scoring

Scoring the credit risk of a business involves a review of the balance sheet, cash flow, and current assets added to data related to prior credit history. In developing countries, small businesses, including micromerchants, typically can’t qualify for loans, including credit cards, because lenders lack a comprehensive, financial data-only underwriting model because they have no prior credit history. 

LenddoEFL offers a quantitative risk scoring tool lenders can deploy to find good customers among the more than 200 million micromerchants worldwide with little or no prior credit history. The possible revenue to lenders able to safely do business with these prospects is estimated to exceed $300 billion.

LenddoEFL’s risk scoring model utilizes psychometric factors, data science, behavioral economics, social network analysis, and risk analytics. It has been used since 2010, mainly in Asia-Pacific and Latin America, to help underwrite $2.50 billion in loans, including credit cards. Currently more than 50 banks in the Philippines, Indonesia, Malaysia, Thailand, Vietnam, Peru, Mexico, and Colombia are customers. 

The company operates its software-as-a-service platform from the cloud. The platform also handles know your customer verification and onboarding. It only operates on a white-label basis, using a client’s brand, logo, fonts, and colors. Clients include banks, insurance companies, and business-processing outsourcing firms. 

Several companies offer psychometric-based credit scoring. LenddoEFL was the first to market in 2010. It presents applicants with a questionnaire that takes 20 minutes to complete. Algorithms measure an applicant’s answer patterns for trustworthiness, stability, connections to communications, and more. That gives lenders another risk management analytic to consider and contributes to an increase in loan approvals. 

LenddoEFL has collected more than 12 billion data points on an opt-in basis, as well as information on millions of repayments. LenddoEFL algorithms, machine learning, and artificial intelligence use these factors to create a predictive score. 

Psychometric-based credit scoring is being deployed in developing markets by retailers, wallet providers, and payment gateway providers. Those companies challenge banks to address the credit gap in emerging markets. 

LenddoEFL acquired competitor Entrepreneurial Finance Lab (EFL Global) in 2017. 

Paolo Montessori is Chief Executive Officer at LenddoEFL in Singapore, paolo.montessori@lenddo.com, www.lenddo.com.



© Copyright 2021 Nilson Report

You have 0 free articles remaining. Subscribe today. View Subscription Offer
New subscribers receive over 130 articles in the 22 issues published each year,
plus the last five years of issues (that's over 1,200 articles) on a searchable flash drive.