PYMNTS

DECEMBER 9, 2020

Managing credit risk used to be a reactive process. Waiting until account holders fall behind to take action not only meant that customers’ credit scores would take a hit before their banks were alerted to a problem, but also that banks would lose the revenue from the scheduled payment.

Credit Risk 98

Credit Risk AI Risk Fraud Detection 98

FICO

AUGUST 28, 2017

When it comes to using alternative data in credit risk assessments, the field has really opened up over the last few years. Here is useful information on how to assess alternative data and combine it with so-called traditional data to improve credit risk models. Multiple Types of Alternative Data.

Credit Risk 52

Credit Risk Risk AI Assessments 52

FICO

FEBRUARY 28, 2020

Having worked in credit risk for most of my career during the revolution in analytics, it continues to concern me that the collections and recoveries (C&R) divisions of banks seem to be left behind. Innovations in credit risk analytics that have been widely adopted in other risk areas rarely get used at the C&R level.

Credit Risk 52

Credit Risk Risk Origination Mitigation 52

The Fintech Times

APRIL 15, 2024

“By analysing big data and rapidly assessing risks, AI empowers financial companies to make well-informed decisions. However, a significant revolution lies ahead – the personalisation of services based on individual user assessments. “Finally, AI is reducing risk in the embedded insurance space.

Embedded Finance 134

Embedded Finance AI Finance Assessments 134

FICO

SEPTEMBER 28, 2017

Lenders are looking for new ways to connect with the estimated 3 billion people worldwide who fall outside the credit mainstream. These “credit invisibles” don’t have credit cards, bank accounts or credit history — so how can a lender assess their risk? For unbanked entrepreneurs—i.e., EFL has seen a circa.

Credit Risk 74

Credit Risk Assessments Online and Mobile Banking Risk 74

PYMNTS

MARCH 6, 2020

PYMNTS’ latest research seeks to distinguish the real from the hype when it comes to genuine AI adoption in the financial sector. Even more significantly, our research shows that FIs are using AI with greater focus than they have in the past, with two areas emerging as key applications: payments fraud and credit risk.

AI 81

AI Credit Risk Regulatory Compliance Risk Assessment 81

FICO

AUGUST 23, 2021

For comparison, we created a benchmark score that was built using only credit bureau data but that scored more people by loosening the FICO minimum scoring criteria (which results in scores being calculated even when the only data available is very sparse or stale). We refer to this benchmark score as the “Credit Bureau Data Research Score.”

Consumer 98

Consumer Research CFPB Credit Risk 98

PYMNTS

DECEMBER 14, 2020

“[Circumstances] have underscored the singular importance of artificial intelligence (AI) in managing credit risk as well as supporting other bank operations. AI can make it easier for financial institutions (FIs) to predict how likely their customers are to make timely payments and improve overall risk assessment capabilities.

AI 87

AI Online and Mobile Banking Risk Assessment Credit Risk 87

FICO

APRIL 6, 2018

How are advances in artificial intelligence and machine learning changing credit risk assessment? On Tuesday, April 17, 1:30-2:30, my colleague Ethan Dornhelm and I will show that machine learning offers tremendous efficiencies for research “in the lab”. Join me at this session on Thursday, April 19, 10:15-11:15.

Credit Risk 89

Credit Risk Risk Assessment Risk AI 89

FICO

JUNE 2, 2023

At FICO, we have been on the frontlines of this challenge for decades, working tirelessly to identify sources of safe and reliable alternative data to enhance the risk prediction of our scores, including our industry-leading FICO® Scores, such as the UltraFICO™ Score. More than 200 million U.S.

Credit Risk 52

Credit Risk Financial Inclusion Risk Assessment Assessments 52

FICO

SEPTEMBER 13, 2017

In mid-September 2017, the three consumer reporting agencies (CRAs) are also scheduled to remove the following from credit reports: Medical collections less than 180 days old. Medical collections that are ‘paid by insurance’. Therefore, paid medical collections removed because of NCAP would already have been bypassed from FICO® Score 9.

Assessments 74

Assessments Credit Risk Consumer Risk 74

FICO

MAY 7, 2018

Some of the top thought leaders in banking, finance, artificial intelligence, machine learning, and credit risk came together in San Francisco to discuss the key trends and innovations in our industry. A key driver of successful financial inclusion is the ability for lenders to effectively gauge the risk of an underserved consumer.

Financial Inclusion 77

Financial Inclusion Innovation Credit Risk Underserved 77

FICO

APRIL 12, 2023

And while some of our clients’ business lines benefit from the very latest innovations, others such as mortgage continue to find that older versions of the FICO® Score – even some that were first developed decades ago – meet their needs for credit risk assessment. in management science/operations research from UC San Diego.

Credit Risk 52

Credit Risk Risk Assessment Assessments B2C 52

PYMNTS

FEBRUARY 29, 2016

The company, which provides data and business intelligence solutions, like credit ratings and research for the financial world, said Thursday (Feb. Finagraph similarly provides automated data aggregation and analysis, with a focus on helping banks be able to assess the creditworthiness of small and medium-sized enterprises.

Assessments 40

Assessments Small Business Credit Risk Risk Management 40

FICO

JANUARY 11, 2017

New FICO research shows that not this not the case. As a data scientist from FICO’s Scores organization, I feel it’s important to remind our blog readers that collection information on a credit bureau report has consistently been found to be a strong indicator of increased credit risk.

Consumer 67

Consumer CFPB Research Non-Bank 67

Trade Credit & Liquidity Management

MAY 1, 2025

Sellers may feel pressure to extend terms to maintain sales, but this increases their own exposure and financial risk, especially with elevated interest rates and tight liquidity. Credit managers need to monitor for signs of stress among borrowers in import-dependent sectors, as these are more likely to experience payment delays or defaults.

Risk Mitigation 52

Risk Mitigation Mitigation UCC Credit Risk 52

CB Insights

DECEMBER 10, 2020

Below, we take a look at how tech companies are unbundling Bank of America’s front office, from consumer deposits and payments to equity research and business credit cards. . This has provided an opportunity for other research providers to gain market share among banking clients. . Category breakdown . Consumer payments.

Credit Cards 101

Credit Cards Advisors Venmo CHIPS 101

FICO

OCTOBER 20, 2022

How can lenders build, manage, and secure credit portfolios in today’s uncertain market environment? A panel of credit risk experts discussed this question at length during a FICO® World 2022 session entitled “Resilient Credit Lifecycle Strategies are the New Norm.” . Acting on the foreseeable recovery.

Credit Risk 52

Credit Risk Assessments Risk Risk Management 52

FICO

OCTOBER 20, 2022

How can lenders build, manage, and secure credit portfolios in today’s uncertain market environment? A panel of credit risk experts discussed this question at length during a FICO® World 2022 session entitled “Resilient Credit Lifecycle Strategies are the New Norm.” . Acting on the foreseeable recovery.

Credit Risk 52

Credit Risk Assessments Risk Risk Management 52

Stax

APRIL 18, 2024

How Merchant Fees Are Made Up The unavoidable basics of credit card processing fees are interchange rates and assessment fees. Interchange Fees Although interchange fees go toward paying the issuing banks, the major credit card networks — Visa, Mastercard, and the likes — control the interchange rates.

Credit Cards 88

Credit Cards Process Online and Mobile Banking Processors 88

FICO

SEPTEMBER 27, 2021

Banks can choose to assess a fee immediately (the current state) or within a defined period of time (i.e. Proportional fee assessment can charge a fee that would increase at designated transaction amounts. Naturally, your investor panel will pepper you with questions ranging from credit-risk concerns to revenue generation.

Credit Risk 52

Credit Risk BNPL Credit Cards Assessments 52

FICO

JANUARY 10, 2017

The “innovation” VantageScore claims can score more people is simply the weakening of credit score criteria. The minimum criteria needed to produce the FICO Score aren’t arbitrary — they are the result of decades of research into risk assessment. In a previous post , I pointed out that our research showed around 7.4

Research 81

Research Consumer Risk Assessment Risk 81

PYMNTS

FEBRUARY 26, 2019

The complaints vary in their specifics, but all revolve around a basic premise: The old credit-scoring models are too backward-looking in a world where real-time data is available — and they are insufficient to the task of properly assessing risk. Aire, though, is a credit-assessment platform intended to fill in that extra data.

AI 61

AI Credit Risk Card Issuer Assessments 61

FICO

MAY 27, 2021

FICO will present key insights gained from recent FICO® Resilience Index research and early lender adoption use cases across the consumer credit lifecycle at several key industry events starting later this month.

Use Case 52

Use Case Origination Credit Risk Assessments 52

The Fintech Times

APRIL 3, 2024

According to recent the latest Juniper Research report , the global embedded finance market currently boasts a total transaction value of around $92billion. This tailored approach allows for a more inclusive and fair assessment of credit products, moving away from a one-size-fits-all approach.

Embedded Finance 126

Embedded Finance Finance Non-Bank Online and Mobile Banking 126

FICO

OCTOBER 10, 2022

To avoid situations like this, it is critically important that credit scoring models are proven over time and based on sufficient data to reliably assess a consumer’s credit risk in a way that doesn’t generate a low score. We agree with consumer advocates that this is a legitimate concern. Joanne Gaskin.

Consumer 52

Consumer Underwriting Credit Risk Assessments 52

FICO

MAY 10, 2017

There has been much discussion and several studies over the years regarding the potential value of leveraging rental data in assessing consumer credit risk. Which raises the question: Should rental data be widely reported to the three primary consumer credit agencies (CRAs)?

Regulatory Compliance 72

Regulatory Compliance Volume Underwriting Consumer 72

PYMNTS

JUNE 1, 2018

based economic research firm. According to a statement from ETA, research shows “that, on average, for every $1 lent to small businesses, sales of small business borrowers increased by $2.31, creating $3.79 Collectively, the amount of those loans reached $3.9 billion in 2017 from $2.6 billion in 2015.

Small Business 41

Small Business Credit Risk Assessments Research 41

PYMNTS

NOVEMBER 16, 2018

The FI will use PayNet’s Credit History Report and MasterScore v2 as part of its efforts to fully digitize the SMB lending process, with the PayNet solutions enabling the bank to automate risk assessment and loan approvals for borrowers. In another statement, BNB Bank EVP and Chief Lending Officer Kevin L.

Community Banks 53

Community Banks Small Business Risk Assessment Underwriting 53

Fintech News

JANUARY 16, 2024

High mortgage rates and inflation pose a risk of stressed customers defaulting on their mortgages, potentially causing government interventions. Banks must assess their readiness to address interest rate-related risks and potential economic challenges.

AI 119

AI Risk Non-Bank On-Demand 119

FICO

JUNE 30, 2023

Rather, it is an important opportunity for lenders to assess the calibration of their financial underwriting models, to reflect on where they believe the winds of risk may be blowing and what impacts that might have on loan repayment rates. in management science/operations research from UC San Diego. and Canada. Ethan has a B.S.

Underwriting 52

Underwriting Credit Risk Mitigation Risk 52

FICO

MARCH 8, 2021

We’ve conducted research and developed frameworks that are used to assess many types of alternative data sources used in credit decisions (for more, see our recent white paper ). Over the past several years, we’ve helped lenders develop on-ramps to mainstream credit using alternative data for those seeking financial inclusion.

Financial Inclusion 52

Financial Inclusion Checks Credit Risk Accounts 52

FICO

JULY 18, 2022

Machine Learning is simply another analytic technique; one that can help produce highly predictive credit scores which must also be explainable, with two important caveats: . The use of Machine Learning must be balanced with deep domain expertise in credit risk modeling. ML does not create new data.

AI 52

AI Financial Inclusion Fraud Detection CFPB 52

FICO

SEPTEMBER 15, 2022

“We have been on a journey in Saudi since 2011, to grow lending and increase financial inclusion through the adoption of advanced risk assessment tools,” said Swaied Alzahrani, CEO of SIMAH. Prior to the implementation, lenders in the region had been relying heavily on salary data to assess a consumer’s propensity to repay a loan.

Financial Inclusion 52

Financial Inclusion Risk Assessment Assessments Risk 52

PYMNTS

SEPTEMBER 29, 2017

Managing liquidity and credit risk are definitely of main concern to FIs. However, interest rates, FX, commodity and derivatives risk, as well as operational risk, should not be disregarded.”. Beaulande added that advanced analytics technology is now a must-have for banks to adequately manage these risks.

Treasury 56

Treasury Addressing Treasury Management FinTech 56

PYMNTS

JUNE 24, 2019

BIS Economic Adviser and Head of Research Hyun Song Shin said, according to reports, “To make that coordination possible, I think there would need to be more of a concerted effort on the part of our political leaders to take that forward.”

Money Laundering 51

Money Laundering Regulations Office of the Comptroller of the Currency Multi-Currency 51

FICO

FEBRUARY 6, 2017

The secondary market requires all of the participants to effectively model credit risk and prepayments. The FICO® Score is an important input into the default and prepay models, which form the core analysis in support of the To Be Announced (TBA) and credit risk transfer markets. When a 700 Isn’t a 700.

Credit Risk 40

Credit Risk Risk Assessment Risk Payer 40