Topics

CECL 101: Ready. CECL. Go.

What is CECL? CECL (Current Expected Credit Loss) is a new credit loss model, to be leveraged by financial institutions, that estimates the expected loss over the life of a loan by using historical information, current conditions and reasonable forecasts. According to AccountingToday, CECL is considered one of the most significant accounting changes in decades to affect entities that borrow and lend money. To comply with CECL by the assigned deadline, financial institutions will need to access much more data than they’re currently using to calculate their reserves under the incurred loss model, Allowance for Loan and Lease Losses (ALLL). How does it impact your business? CECL introduces uncertainty into accounting and growth calculations, as it represents a significant change in the way credit losses are currently estimated. The new standard allows financial institutions to calculate allowances in a variety of ways, including discounted cash flow, loss rates, roll-rates and probability of default analyses. “Large banks with historically good loss performance are projecting increased reserve requirements in the billions of dollars,” says Experian Advisory Services Senior Business Consultant, Gavin Harding. Here are a few changes that you should expect: Larger allowances will be required for most products As allowances will increase, pricing of the products will change to reflect higher capital cost Losses modeling will change, impacting both data collection and modeling methodology There will be a lower return on equity, especially in products with a longer life expectancy How can you prepare? “CECL compliance is a journey, rather than a destination,” says Gavin. “The key is to develop a thoughtful, data-driven approach that is tested and refined over time.” Financial institutions who start preparing for CECL now will ultimately set their organizations up for success. Here are a few ways to begin to assess your readiness: Create a roadmap and initiative prioritization plan Calculate the impact of CECL on your bottom line Run altered scenarios based on new lending policy and credit decision rules Understand the impact CECL will have on your profitability Evaluate current portfolios based on CECL methodology Run different loss methods and compare results Additionally, there is required data to capture, including quarterly or monthly loan-level account performance metrics, multiple year data based on loan product type and historical data for the life of the loan. How much time do you have? Like most accounting standards, CECL has different effective dates based on the type of reporting entity. Public business entities that file financial statements with the Security and Exchange Commission will have to comply by 2020, non-public entity banks must comply by 2022 and non-SEC registered companies have until 2023 to adopt the new standard. How can we help: Complying with CECL may require you to gather, store and calculate more data than before. Experian can help you comply with CECL guidelines including data needs, consulting and loan loss calculation. Experian industry experts will help update your current strategies and establish an appropriate timeline to meet compliance dates. Leveraging our best-in-class industry data, we will help you gain CECL compliance quickly and effectively, understand the impacts to your business and use these findings to improve overall profitability. Learn more

Published: June 7, 2019 by Laura Burrows
Right Place, Wrong Time: Are You Leaving Customers Waiting?

You’ve Got Mail! Probably a lot of it. Birthday cards from Mom, a graduation announcement from your third cousin’s kid whose name you can’t remember and a postcard from your dentist reminding you you’re overdue for a cleaning. Adding to your pile, are the nearly 850 pieces of unsolicited mail Americans receive annually, according to Reader’s Digest. Many of these are pre-approval offers or invitations to apply for credit cards or personal loans. While many of these offers are getting to the right mailbox, they’re hitting a changing consumer at the wrong time. The digital revolution, along with the proliferation and availability of technology, has empowered consumers. They now not only have access to an abundance of choices but also a litany of new tools and channels, which results in them making faster, sometimes subconscious, decisions. Three Months Too Late The need to consistently stay in front of customers and prospects with the right message at the right time has caused a shortening of campaign cycles across industries. However, for some financial institutions, the customer acquisition process can take up to 120 days! While this timeframe is extreme, customer prospecting can still take around 45-60 days for most financial institutions and includes: Bureau processing: Regularly takes 10-15 days depending on the number of data sources and each time they are requested from a bureau. Data aggregation: Typically takes anywhere from 20-30 days. Targeting and selection: Generally, takes two to five days. Processing and campaign deployment: Usually takes anywhere from three days, if the firm handles it internally, or up to 10 days if an outside company handles the mailing. A Better Way That means for many firms, the data their customer acquisition campaigns are based off is at least 60 days old. Often, they are now dealing with a completely different consumer. With new card originations up 20% year-over-year in 2019 alone, it’s likely they’ve moved on, perhaps to one of your competitors. It’s time financial institutions make the move to a more modern form of prospecting and targeting that leverages the power of cloud technology, machine learning and artificial intelligence to accelerate and improve the marketing process. Financial marketing systems of the future will allow for advanced segmentation and targeting, dynamic campaign design and immediate deployment all based on the freshest data (no more than 24-48 hours old). These systems will allow firms to do ongoing analytics and modeling so their campaign testing and learning results can immediately influence next cycle decisions. Your customers are changing, isn’t it time the way you market to them changes as well?

Published: May 29, 2019 by Jesse Hoggard
Leveraging Alternative Data to Improve Financial Access

Millions of consumers lack credit history and/or have difficulty obtaining credit from mainstream financial institutions. To ease access to credit for “invisible” and below prime consumers, financial institutions have sought ways to both extend and improve the methods by which they evaluate borrowers’ risk. This initiative to effectively score more consumers has involved the use of alternative credit data.1 Alternative credit data is FCRA-compliant data that is typically not included in a traditional credit report and is used to deliver a more complete view into a consumer’s creditworthiness. “Alternative credit data helps us paint a fuller picture of a consumer so they can get better access to the financial services they need and deserve,” said Alpa Lally, Vice President of Data Business at Experian. Experian recently sponsored the FinovateSpring conference in San Francisco, where Alpa had a chance to sit down with Jacob Gaffney, Editor-in-Chief of the HousingWire News Podcast, to discuss ways consumers can improve their credit scores. As an immigrant, Alpa spoke personally about the impact of having a limited credit history and how alternative credit data can help drive greater access to credit for consumers and profitable growth for lenders through more informed lending decisions. Highlights include: How alternative and traditional credit data differ Types of alternative credit data being used by lenders How “credit-invisibles” can best leverage alternative credit data Alternative credit data product solutions, including Experian BoostTM Listen now 1When we refer to “Alternative Credit Data,” this refers to the use of alternative data and its appropriate use in consumer credit lending decisions, as regulated by the Fair Credit Reporting Act. Hence, the term “Expanded FCRA Data” may also apply in this instance and both can be used interchangeably.

Published: May 17, 2019 by Laura Burrows
Big Data and China’s Social Credit Score

To create a socially credible environment, China has developed a mobile app to alerts users when they are within a 500-meter radius of someone in debt.

Published: April 16, 2019 by Laura Burrows
7 Key Lessons From Companies That Prevented Data Breaches in 2018

Our 2018 study uncovers several important lessons learned from companies that have found success to prevent data breaches.

Published: March 12, 2019 by Michael Bruemmer
Six Vulnerabilities in the Credit Card Industry

In order to stand out, credit card companies need to come up with new, innovative ideas by acknowledging their vulnerabilities.

Published: October 8, 2018 by Guest Contributor
Building Tools to Drive Financial Health

CFSI’s Thea Garon talks about a free, open-source tool from the organization to help financial institutions drive consumer financial health.

Published: May 29, 2018 by Jenna Chaffins
Top Insights from #ExperianVision 2018 Day 2

The second full day of Experian Vision 2018 featured Capt. Mark Kelly and former congresswomen Gabby Giffords, a series of diverse breakout sessions and concluded with Super Bowl-winning quarterback Aaron Rodgers.

Published: May 22, 2018 by Kerry Rivera
#ExperianVision 2018 Kicks off to Sold out Crowd

Experian’s annual Vision Conference kicks off to a sold-out crowd in Scottsdale, Ariz., bringing together some of the industry’s top thought leaders in financial services, tech, data science and information security.

Published: May 18, 2018 by Kerry Rivera
Simple Steps to Lift an Experian Security Freeze

Do you have a client who is applying for credit but has placed a security freeze on his Experian file? Here’s how you can help.

Published: March 14, 2018 by Guest Contributor
When It Comes To Cybersecurity, Don’t Forget The Basics

Cybersecurity basics include having a well-defined data breach response plan process that should never be overlooked.

Published: March 7, 2018 by Michael Bruemmer
Digital Collections: The Results Are In

Change has certainly changed the consumer, and everyone seems to recognize this but collections professionals. See how digital collections is catching up and getting results.

Published: March 1, 2018 by Paul Desaulniers
Personalized Marketing in Financial Services

Many consumers would give the right bank or retailer their data in exchange for personalized marketing offers in their inbox, social feeds and mailbox.

Published: January 30, 2018 by Guest Contributor
New study shows U.S. consumers in a state of good health

Experian’s 8th annual State of Credit report reveals the nation’s average credit score is up two points year-over-year to 675.

Published: January 10, 2018 by Guest Contributor
How collectors can anticipate who will use tax refunds to pay down debt

Knowing which of your customers may receive a tax refund is critical. Trended data can help collectors understand who will use it to pay down debt.

Published: January 9, 2018 by Kerry Rivera

Subscribe to our blog

Enter your name and email for the latest updates.

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Subscribe to our Experian Insights blog

Don't miss out on the latest industry trends and insights!
Subscribe