Skip to main content

Language: EN

5 Ways Credit Risk Analytics Can Help Your Business Make Better Decisions

BLOG

5 Ways Credit Risk Analytics
Can Help Your Business Make Better Decisions

In today’s rapidly changing business environment, companies need to make informed decisions to stay competitive. One way to achieve this is by leveraging credit risk analytics. By analyzing data related to credit risk, businesses can gain valuable insights into their customers’ financial behavior and make better decisions based on that data. In this blog post, we’ll explore five ways credit risk analytics can help your business make better decisions.

Better Understand Your Customers

  • Credit risk analytics can help you better understand your customers’ creditworthiness, payment history, and overall financial behavior.
  • This information can help you make more informed decisions when it comes to extending credit or setting credit limits.
  • Use credit risk analytics to segment your customers based on their credit risk profile, allowing you to tailor your offerings and pricing to meet their specific needs.

Mitigate Risk

  • Credit risk analytics can help you identify potential risks before they become major issues.
  • By analyzing data related to credit risk, you can identify customers who are more likely to default on payments or who have a history of late payments, helping you mitigate risk and avoid potential losses.
  • Use credit risk analytics to monitor your customer portfolios and identify trends or patterns that could indicate future risks across the entire customer lifecycle.

Optimize Pricing

  • By analyzing credit risk data, you can optimize your pricing strategies.
  • Identify customers who are more likely to default on payments and adjust your pricing accordingly to mitigate the risk.
  • Use credit risk analytics to determine the optimal pricing and loan terms for each customer segment, based on their unique credit risk profile.

Improve Collections

  • Credit risk analytics can help you improve your collections process – reducing collection costs and improving your cash flow.
  • By analyzing data related to credit risk, you can identify customers who are at risk of defaulting on payments and take proactive measures to collect payments before they become overdue.

Enhance Customer Experience

  • Credit risk analytics can help you enhance the overall customer experience.
  • With a better understanding of your customers’ financial behavior, you can tailor your products and services to meet their specific needs and preferences.
  • Use credit risk analytics to identify customers who are most likely to be interested in a particular product or service, and target your marketing efforts accordingly.
  • You can also personalize your customer interactions and offer customized solutions based on each customer’s unique credit risk profile.

By leveraging credit risk analytics, you can gain valuable insights into your customers’ financial behavior and make more informed decisions. Whether it’s optimizing pricing, mitigating risk, or improving collections, credit risk analytics can help you achieve your growth goals and stay competitive in today’s dynamic business environment. With the right credit risk analytics tools and strategies in place, your business can stay ahead of the curve and make the best decisions possible.

Discover how a data-driven, AI-powered approach to credit risk means smarter, more accurate decisions

Explore


LATEST BLOGS

Ebook CM

AI-Powered Customer ...

AI-Powered Customer Management:How Leading Institutions Turn Intelligence Into Revenue
Hyper-Personalization - FeatureIMG-EN

From Personalization...

From Personalization to Hyper-personalization:An Executive Playbook Executive Summary Financial
The Revenue Hiding in Your Customer Base

The Revenue Hiding i...

New market expansion. Unbanked populations. Fintech partnerships. Meanwhile, the
BLOG CXO

What It Really Takes...

Building a Decision Intelligence platform for financial services sounds
BLOG AutoFinance

Transaction to Relat...

Auto lending has always been good at the moment
Buy the Engine. Build the Advantage

Buy the Engine. Buil...

The competitive environment in financial services has fundamentally changed.
The Growing Threat of Fraud in UK Auto Lending

The Growing Threat o...

Fraud in UK auto lending continues to rise in
BLOG Christian Ball

Smarter Acquisition ...

Financial institutions face a straightforward challenge: acquire profitable customers

Continue reading

ComplyAdvantage

Partners

ComplyAdvantage

The Leader in AI-Driven Fraud and AML Risk Detection

Key Benefits

  • Automate customer onboarding and monitoring. Onboard legitimate customers quickly and confidently, keep bad actors out of your business and comply with AML obligations. Access ComplyAdvantage’s extensive risk database via our powerful screening and monitoring engine to protect your organization.
  • Identify and stop suspicious transactions. Detect suspicious transactions, identify potential fraud and take action while reducing false positive rates. AI-powered transaction monitoring from ComplyAdvantage, flags and prioritizes true risk for your analysts’ review whilst simultaneously reducing noise.

“[ComplyAdvantage is] a platform which supports a constant cycle of learning and evolving, able to adapt in line with the changing behavior of both customers and criminals.”

ROBIN JEFFERY, HEAD OF TRANSFORMATION AT HAMPSHIRE TRUST BANK

Identify Risk, Protect Your Business, Delight Your Customers

ComplyAdvantage is the financial industry’s leading source of AI-driven financial crime risk data and fraud detection technology. ComplyAdvantage’s mission is to neutralize the risk of money laundering, terrorist financing, corruption, and other financial crime. More than 1000 enterprises in 75 countries rely on ComplyAdvantage to understand the risk of who they’re doing business with through the world’s only global, real-time database of people and companies. The company identifies thousands of risk events daily from millions of structured and unstructured data points.

ComplyAdvantage has four global hubs in New York, London, Singapore, and Cluj-Napoca and is backed by Goldman Sachs, Ontario Teachers, Index Ventures, and Balderton Capital. Learn more at complyadvantage.com.

Resources

About ComplyAdvantage

  • Services

    Customer onboarding and screening (PEPs, Sanction, Adverse Media)

    Corporate onboarding and screening

    Ongoing customer monitoring

    Transaction screening

    Transaction monitoring

    Fraud detection

    Adverse media screening and monitoring

    Sanctions screening

  • Regions Supported

    Global

Continue reading

Provenir Achieves Service Organizational Control 2 Certification for Information Security Practices

NEWS

Provenir Achieves Service Organizational Control 2 Certification for Information Security Practices

Provenir, a global leader in data and AI-powered risk decisioning software, today announced it has successfully completed the Service Organizational Control (SOC) 2 Type 1 audit.

Developed by the American Institute of CPAs (AICPA), SOC 2 defines criteria for managing customer data based on security, availability, processing integrity, confidentiality and privacy. The Type 2 audit reviews a vendor’s systems and if its design meets these relevant trust principles.

The audit affirms that Provenir’s information security practices, policies, procedures and operations meet rigorous SOC 2 standards for security, availability and confidentiality. This independent validation attests to the strict internal controls Provenir has in place to protect user’s data in a highly regulated industry.

“Achieving SOC 2 certification, along with our ISO 27001 Information Security Management System certification, reinforces Provenir’s commitment to the protection and safeguarding of data across our products,” said Claire Hartley, Provenir Chief Compliance Officer and Data Protection Officer. “Our commitment to and investment in data security and compliance demonstrates to our customers that data protection is our highest priority.”

Earlier this year, Provenir announced ISO/IEC 27001 certification, which provides evidence to a company’s consumers, investors, and other interested parties that the organization is managing information security according to international best practices.

Provenir makes accessing data fast and easy. Through a single API, Provenir brings together a curated range of data and data solutions to enable businesses to make smarter decisions across identity, fraud and credit. This allows users to experience simplified data access, fully managed integrations providing access to a wide variety of traditional and alternative data, and insights to make smarter decisions across the whole customer lifecycle.

The Ultimate Guide to Decision Engines

What is a decision engine and how does it help your business processes?

Learn More


LATEST NEWS

Continue reading

TDS Mini: Economy vs. Innovation

PODCAST

TDS Mini:
Economy vs. Innovation

Is necessity really the mother of invention?

Is necessity really the mother of invention? Our experts Cheryl Woodburn and Matt Fabian certainly think so! In today’s TDS Mini, learn about how traditional financial service providers are competing with emerging, digital-first players, the feature that lenders think is most important for accurate decisioning, and how to avoid a mass customer exodus.

Listen Now

Tune into our Podcast on Apple or Spotify by clicking the icons below.

Apple Podcast

Spotify Podcast


The Panelists:

  • Matt Fabian

    Strategic and inspiring leader with a strong background in strategy, advanced analytics, marketing, and performance management. Over 30 years experience in Financial Services sector and Management Consulting including roles in Customer analytics, Client Strategy, Analytics and Modeling, Credit Card, Insurance and Wealth Management.

    Recognized speaker and contributor to media including CBC, BNN, Bloomberg, Globe and Mail.

  • Cheryl Woodburn

    Cheryl Woodburn serves as Country Manager for Canada at Provenir, managing all operations as Provenir responds to the record-breaking growth the company is experiencing in North America.

    Cheryl has more than 25 years of experience in global software, analytics, data and technology markets, Prior to joining Provenir, Woodburn served as Vice President, Sales at Equifax. She also served in senior leadership roles at FICO and IBM, overseeing sales and customer success teams, sales enablement, and business operations. Cheryl received a Bachelor of Science degree from McMaster University in Hamilton, Ontario.

  • Matt Fabian

    Strategic and inspiring leader with a strong background in strategy, advanced analytics, marketing, and performance management. Over 30 years experience in Financial Services sector and Management Consulting including roles in Customer analytics, Client Strategy, Analytics and Modeling, Credit Card, Insurance and Wealth Management.

    Recognized speaker and contributor to media including CBC, BNN, Bloomberg, Globe and Mail.

  • Cheryl Woodburn

    Cheryl has more than 25 years of experience in global software, analytics, data and technology markets, Prior to joining Provenir, Woodburn served as Vice President, Sales at Equifax. She also served in senior leadership roles at FICO and IBM, overseeing sales and customer success teams, sales enablement, and business operations. Cheryl received a Bachelor of Science degree from McMaster University in Hamilton, Ontario.


LATEST PODCASTS

Continue reading

Provenir Revolutionizes Financial Decision Making with Data Driven, AI-powered Solutions

NEWS

Provenir Revolutionizes Financial Decision Making
with Data Driven, AI-powered Solutions

During a recent conversation with biztechasia, Provenir’s General Manager for APAC, Bharath Vellore, discussed the company’s low-code/no-code solutions that facilitate business innovation. He shares success stories of how Provenir has improved the data supply chain for financial service providers in areas like SME lending, auto financing, BNPL, and mortgages, emphasizing how data is essential in resolving Asia’s financial inclusion challenge. Bharath also spoke about the power of artificial intelligence in helping the financial services industry make better decisions and how Provenir stands tall in the face of competition.

Read Now

The Ultimate Guide to Decision Engines

What is a decision engine and how does it help your business processes?

Learn More


LATEST NEWS

Continue reading

The Power of Data-Driven Technology in a Challenging Economic Climate

NEWS

The Power of Data-Driven Technology
in a Challenging Economic Climate

Rising loan charges, decreasing rates of investment banking, declining valuations in the fintech sector and unprecedented levels of layoffs are all contributing to economic uncertainty across Europe. At the same time, the UK and Ireland are expected to continue to be a global hub for fintech innovation, paving the way for financial innovation that will benefit the region.

With demand for consumer credit poised to increase due to the rising cost of living, consumers are likely to diversify their credit products. This creates ample opportunity, particularly for digitally savvy challenger banks, to meet the unique consumer needs with strategic approaches, whilst still delivering profitable returns.

In this Payment Expert exclusive, Chris Kneen, Managing Director, UK and Ireland at Provenir, details how alternative credit products, AI and data can help fintechs, financial services providers and regulators meet changing customer needs during today’s climate of economic uncertainty.

Read Now

The Ultimate Guide to Decision Engines

What is a decision engine and how does it help your business processes?

Learn More


LATEST NEWS

Continue reading

B Generous, Creator of the World’s First Philanthropic Credit Product, Recognized for Innovation in Paytech Awards 2023

“Provenir congratulates B Generous for being recognized as a distinguished finalist in this year’s Paytech Awards,” said Kathy Stares, Provenir’s Executive Vice President for North America. “We are proud to support B Generous’s innovation in transcending the liquidity problem for nonprofits, while easing the pressure on donors’ finances.”

The Ultimate Guide to Decision Engines

What is a decision engine and how does it help your business processes?

Learn More


LATEST NEWS

NEWS

B Generous, Creator of the World’s First Philanthropic Credit Product, Recognized for Innovation in Paytech Awards 2023

Fintech-for-good company offering a groundbreaking Donate Now, Pay Later™ platform named a finalist in “PayTech for Good” award honors

Provenir, a global leader in data and AI-powered risk decisioning software, today congratulated its customer B Generous for being recognized as a finalist in the “PayTech for Good” category of the PayTech Awards 2023.

The PayTech Awards celebrate and recognize outstanding achievements in the use of technology in the finance and payment industry worldwide. The “PayTech for Good” category recognizes technology providers that actively put the wider community first and demonstrate the values of connection, collaboration, and generosity above and beyond the usual confines of business goals.

A B2B2C fintech company and fully licensed U.S. loan broker and loan servicer, B Generous created the world’s first philanthropic credit product, allowing donors to Donate Now, Pay Later, financing their donation over time without having to pay anything out-of-pocket at the point of donation. Donors get the full tax deduction and the nonprofit receives the full funds immediately, while the donor gains flexibility to pay over 3, 6 or 9 months with no interest or fees. DNPL fundamentally solves the liquidity problem for nonprofits, without putting pressure on donors’ finances, allowing people to give what they want, not merely what they feel constrained to give.

With the opportunity to pay over time, 82% of donors double their donation — a number rising to 89% among donors giving $1,000 or more. B Generous donors give $460 on average – 3.5x more than the average charitable donation of $128.

A key element of B Generous’ offering is near-real time credit decisioning, powered by the Provenir data and AI-Powered Risk Decisioning Platform, which offers a streamlined single point of access to myriad bureaus and data sources for more accurate credit decisioning.

“Provenir congratulates B Generous for being recognized as a distinguished finalist in this year’s Paytech Awards,” said Kathy Stares, Provenir’s Executive Vice President for North America. “We are proud to support B Generous’s innovation in transcending the liquidity problem for nonprofits, while easing the pressure on donors’ finances.”

The Ultimate Guide to Decision Engines

What is a decision engine and how does it help your business processes?

Learn More


LATEST NEWS

Continue reading

Times of India: The Future of Lending

NEWS

Times of India:
The Future of Lending

For too long, the lending industry has struggled with inefficiencies and long delays, resulting in a less than satisfactory experience for customers. In this Times of India article, Varun Bhalla, Country Manager for Provenir, shares how AI and machine learning are changing the lending landscape, helping businesses make more accurate, faster risk assessments, support financial inclusion, detect and prevent fraud, and improve customer satisfaction, loyalty and retention.

Read Now

The Ultimate Guide to Decision Engines

What is a decision engine and how does it help your business processes?

Learn More


LATEST NEWS

Continue reading

Unlocking the Power of Credit Cards: Three Innovative Trends Driving Change in the Industry

BLOG

Unlocking the Power of Credit Cards:
Three Innovative Trends Driving Change in the Industry

The credit card industry has come a long way since the first credit card was introduced in the 1950s. Today, bankcard balances have reached a new record of $930 bn in the US alone, and the industry as a whole is growing rapidly across the globe. With rapid growth comes stiff competition, so issuers are constantly looking for ways to attract new customers and retain existing ones.

With economic uncertainty shaping financial services worldwide, flexibility and creative thinking have become necessary for issuers and other lenders trying to reduce risk and default as much as possible. Traditional approaches include adjusting lending criteria, reducing credit limits, and increasing interest rates to protect against potential losses. However, forward-thinking lenders have chosen to embrace macro trends like digitization to provide better customer service and financial inclusion to expand the addressable market. 

More specifically, trends like alternative credit cards, offering BNPL functionality, and hyper-personalization are not only strengthening lenders’ risk positions and growing their business, but are changing the way we use and think about what a credit card can be. 

Explore the three innovative trends driving change in the credit card industry:

Trend 1: “Alternative” Credit Cards

Alternative credit cards are credit cards designed for new-to-credit (NTC) consumers with thin credit files or no credit history, including college students, immigrants, and low-income earners to help build credit and improve creditworthiness. Unlike traditional credit cards, these do not require hard credit pulls and often come hand-in-hand with features like financial literacy education, auto-payments and rewards to help users build credit while promoting responsible card usage. Alternative credit cards could be a great entry point for the 1.4 billion adults who are unbanked across the globe.

Why they’re popular:

Alternative credit cards offer consumer lenders an opportunity to attract new users who wouldn’t typically qualify for traditional credit cards due to a thin credit file, no credit file, or low credit score. By offering cards that teach users how to build credit, with low spending limits and auto-payments, lenders can help consumers establish good credit and build a relationship with them for future financial products.

How to offer them:

Perhaps not surprisingly, alternative data is the key to alternative credit cards. Alternative data refers to all the financial information that is not included in a credit report, like utility bills, rent payments, employment history, and sometimes even social media. Since these cards are built for consumers without traditional bureau data, lenders can create their own credit scoring models by integrating a wealth of alternative data into their decisioning engines. If you’ve got alternative data, you’ve got the foundation for alternative credit cards.

Trend 2: BNPL Payments

Buy Now Pay Later (BNPL) functionality is becoming increasingly popular in the credit card industry as credit card lenders look to carve out space in their direct competitors’ $19.5 billion market. Adding BNPL-style payments to credit cards allows consumers to spread out the cost of their purchases over time, typically with a short-term, interest-free period between three and six months. It also allows credit card lenders to take back some of the business they’ve lost to BNPL players.

Why it’s popular:

BNPL functionality is becoming popular because it offers increased flexibility and accessibility to consumers while adding additional revenue streams and competitive advantage for credit card lenders. Consumers get more time to pay off larger purchases and don’t have to create an entirely new BNPL account or download yet another app to benefit. An added bonus is built-in rewards they already receive with their credit card. Lenders can enjoy boosted revenue from BNPL interest, but the major draw is the potential to attract new customers and retain existing ones – if your credit card already offers BNPL, there’s no need to make purchases with another financial service provider.

How to offer it:

To use BNPL functionality effectively, issuers need to increase the flexibility of their platform. This can be achieved through the use of advanced decisioning capabilities, which can identify users who are most likely to use BNPL functionality, determine personalized offers, and even monitor behavior to optimize plans based on payment activity – all while reflecting your risk appetite. 

Trend 3: Hyper-Personalization

80% of consumers want credit card offers tailored to their needs – personalization is no longer a bonus, but a basic requirement. From onboarding through the entire customer lifecycle, hyper-personalized credit cards are meeting customers where they are and supporting them on their financial journeys. As economic conditions vary, these cards – which are powered by machine learning and advanced decisioning and analytics – can help ensure consumers can still pay off their cards and credit card lenders can maintain low risk portfolios.

Why it’s popular:

Hyper-personalized cards are attractive to new users, looking for tailored benefits and rewards built specifically for their spending patterns, behaviors, and even lifestyle. A hyper-personalized credit card may offer rewards for specific categories of spending that the user frequently engages in, such as travel, dining, or online shopping. The card may also offer exclusive benefits such as discounts, cashback, or concierge services, which all drives customer loyalty. The data-driven approach behind hyper-personalized credit cards can also help users to better understand their spending habits and make more informed financial decisions, while helping lenders gain insights into their customers’ spending habits and preferences, reduce risk and minimize losses from delinquent accounts, and ultimately identify potential risk factors and take proactive measures to prevent defaults.

How to offer it:

Hyper-personalized credit cards run on data, decisioning and machine learning technology to provide advanced analytics. This technology enables lenders to gather and analyze vast amounts of alternative and traditional data to gain a deeper understanding of a borrower’s financial profile and build a credit card experience just for them. Decisioning technology can also be used to automate the credit card application and approval process, allowing lenders to quickly assess a borrower’s creditworthiness and make personalized credit offers in real-time.

Go From Trending to Thriving

The credit card industry is evolving rapidly, and these three trends represent just a few of the innovative changes taking place. Alternative credit cards, BNPL functionality, and hyper-personalization are reshaping the way consumers access and use credit while helping contribute to the growth of the global industry. 

By embracing these trends, credit card lenders can reach new, creditworthy thin file or no file users, compete with rising BNPL players, and meet the exact needs of current customers. However, companies must leverage advanced analytics and alternative data sources to get the most out of these new features. As the industry continues to evolve, it’s clear that credit cards will remain an essential financial tool for consumers, and those who embrace innovation will be best positioned to thrive.

Looking for more resources to help you thrive?
Get the eBook, The Secret to Consumer Lending Success.

Get the eBook


LATEST BLOGS

Ebook CM

AI-Powered Customer ...

AI-Powered Customer Management:How Leading Institutions Turn Intelligence Into Revenue
Hyper-Personalization - FeatureIMG-EN

From Personalization...

From Personalization to Hyper-personalization:An Executive Playbook Executive Summary Financial
The Revenue Hiding in Your Customer Base

The Revenue Hiding i...

New market expansion. Unbanked populations. Fintech partnerships. Meanwhile, the
BLOG CXO

What It Really Takes...

Building a Decision Intelligence platform for financial services sounds
BLOG AutoFinance

Transaction to Relat...

Auto lending has always been good at the moment
Buy the Engine. Build the Advantage

Buy the Engine. Buil...

The competitive environment in financial services has fundamentally changed.
The Growing Threat of Fraud in UK Auto Lending

The Growing Threat o...

Fraud in UK auto lending continues to rise in
BLOG Christian Ball

Smarter Acquisition ...

Financial institutions face a straightforward challenge: acquire profitable customers

Continue reading