Digital Transformation in Credit Risk Management: What You Need to Know
The rise of digital technologies is transforming the financial industry, and credit risk management is no exception. With the increasing use of digital channels for financial transactions, there is a growing need for credit risk management strategies that can effectively manage risks in these channels. In this blog post, we will explore the concept of digital transformation in credit risk management and discuss some of the key trends and best practices in this area.
What is Digital Transformation in Credit Risk Management?
Digital transformation in credit risk management involves the use of digital technologies to manage credit risk more effectively. This includes the use of advanced analytics and machine learning to analyze large amounts of data in real-time, as well as the development of digital platforms that enable faster and more efficient credit risk management processes.
One of the key benefits of digital transformation in credit risk management is the ability to analyze data more effectively. By using advanced analytics and machine learning algorithms, financial institutions can analyze large amounts of data in real-time, identifying trends and patterns that may be indicative of credit risk. This can help financial institutions make more informed lending decisions, reducing the risk of default on loans and other credit products.
Another benefit of digital transformation in credit risk management is the development of digital platforms that enable faster and more efficient credit risk management processes. For example, some financial institutions are developing digital platforms that enable borrowers to apply for loans online, with the platform automatically analyzing the borrower’s credit risk and providing a decision in real-time. This can significantly reduce the time and cost associated with traditional lending processes, making it easier for borrowers to access credit.
Key Trends and Best Practices in Digital Transformation in Credit Risk Management
There are several key trends and best practices in digital transformation in credit risk management that financial institutions should be aware of:
Use of advanced analytics and machine learning: Financial institutions should leverage advanced analytics and machine learning algorithms to analyze large amounts of data in real-time, identifying trends and patterns that may be indicative of credit risk.
Development of digital platforms: Financial institutions should develop digital platforms that enable faster and more efficient credit risk management processes. These platforms should be user-friendly and easy to access, making it easier for borrowers to apply for loans and access credit.
Integration with other digital platforms: Financial institutions should integrate their credit risk management platforms with other digital platforms, such as mobile banking apps and online marketplaces, to provide a seamless and integrated experience for borrowers.
Investment in cybersecurity: Financial institutions should invest in cybersecurity measures to protect against cyber threats and ensure the security of customer data.
Conclusion
Digital transformation is transforming the financial industry, and credit risk management is no exception. By leveraging digital technologies such as advanced analytics, machine learning, and digital platforms, financial institutions can manage credit risk more effectively, reducing the risk of default on loans and other credit products. As the financial landscape continues to evolve, it is likely that new digital technologies and best practices will emerge, requiring credit risk management professionals to stay up-to-date with the latest trends and developments.
Gary Brown,
Head of Commercial Development, Creditinfo Group.
Credit Bureaus and why they will remain important in the years to come
As the financial industry continues to evolve, credit bureaus need to continue to adapt. There are many compelling reasons why credit bureaus will continue to play a vital role in the future of lending and credit. In this blog, we’ll explore the benefits of credit bureaus and why they will remain important in the years to come.
1. Efficient and standardized credit data
Credit bureaus provide an efficient and standardized way to collect and store credit data. This allows lenders to quickly access the credit history and credit scores of potential borrowers, which is essential for making informed lending decisions. Without credit bureaus, lenders would need to spend more time and resources gathering credit data from various sources, which would slow down the lending process.
2. More accurate credit models
Credit bureaus are constantly refining their credit models to improve accuracy and predictiveness. By analysing large amounts of credit data, credit bureaus can develop more sophisticated credit models that consider a wide range of factors, such as payment histories, outstanding debts, and length of credit history. These models provide lenders with a more accurate picture of a borrower’s creditworthiness, helping to reduce the risk of defaults and delinquencies.
3. Increased access to credit
Credit bureaus play a critical role in expanding access to credit. By providing lenders with access to credit data, credit bureaus make it easier for individuals and businesses to obtain loans and credit cards. This is particularly important for people with limited credit histories or who have had past credit problems, as credit bureaus provide lenders with a way to evaluate these borrowers’ creditworthiness.
4. Protection against fraud and identity theft
Credit bureaus also play a key role in protecting consumers against fraud and identity theft. By monitoring credit reports for suspicious activity, credit bureaus can help detect and prevent fraudulent activity. Additionally, credit freezes and fraud alerts can be placed on credit reports to prevent unauthorized access to credit data.
5. Continued relevance in a changing industry
While the financial industry is evolving rapidly, credit bureaus will continue to be relevant in the future. As new technologies and data sources emerge, credit bureaus will adapt and incorporate these changes into their credit models. Additionally, credit bureaus will likely face increased competition from fintech startups and other companies, which will push them to innovate and improve their offerings.
In conclusion, credit bureaus are essential to the lending and credit industry. By providing lenders with access to credit data, credit bureaus make it easier for individuals and businesses to obtain loans and credit cards. Additionally, credit bureaus play a critical role in expanding access to credit, protecting consumers against fraud and identity theft, and adapting to a changing industry. As the financial industry continues to evolve, credit bureaus will remain a vital part of the lending and credit ecosystem.
Gary Brown,
Head of Commercial Development, Creditinfo Group.
ESG and the Banking Industry: Why Sustainability Matters
As the world grapples with environmental and social challenges such as climate change, social inequality, and governance failures, the importance of ESG (Environmental, Social, and Governance) considerations has never been more apparent. For banks, ESG is becoming an increasingly important aspect of doing business, as it can help to manage risks, enhance reputation, meet regulatory requirements, drive innovation and increase access to capital. In this blog post, we’ll explore each of these points in more detail.
- Risk management: ESG risks are significant and multifaceted, ranging from physical risks such as climate change-related natural disasters to transition risks stemming from legal and policy risks from greenhouse gas emissions and governance or social issues such as human rights abuses. By integrating ESG considerations into their risk management frameworks, banks can better anticipate and manage these risks, which can have a positive impact on their financial performance. For example, banks that fail to properly assess and manage climate-related risks could face stranded assets or lawsuits, which could impact their bottom line. Regulatory frameworks in Europe have taken note of this and the European Banking Authority now requires banks to disclose multiple data-points regarding ESG risks in their risk reports (Pillar III).
- Reputation: ESG is increasingly important to customers, investors, and other stakeholders who want to see banks acting as responsible corporate citizens. Banks that take ESG seriously and demonstrate their commitment to sustainability and social responsibility are more likely to attract and retain customers, as well as to access funding from ESG-focused investors. For example, a bank that invests in renewable energy projects or supports social programs in its local community is likely to be viewed more favorably than a bank that does not prioritize ESG. Mismanaging ESG factors to increase reputation may have negative effects, which became evident in some high-profile cases in 2022, both in the EU and US.
- Regulatory pressure: Regulators around the world are increasingly focusing on ESG issues and requiring banks to integrate these considerations into their business practices. For example, the European Union has introduced regulations such as the Sustainable Finance Disclosure Regulation (SFDR) and the Taxonomy Regulation, which require banks to disclose ESG-related information and align their investments with environmental objectives. Banks that fail to comply with these regulations could face fines or other penalties, which could impact their financial performance, reputation, and limit access to capital.
- Innovation: Banks that prioritize ESG are more likely to drive innovation and develop new products and services that address environmental and social challenges. By supporting the transition to a low-carbon economy and promoting social inclusion, banks can help to create a more sustainable and equitable future. For example, a bank that issues green bonds or sustainable investment products can help to finance renewable energy projects or other environmentally beneficial initiatives, potentially at better rates. Similarly, a bank that offers financial services to underserved communities can help to promote financial inclusion and social equality.
- Green bond issuance offers several benefits for banks, such as accessing a growing pool of socially responsible investors, improving their reputation as sustainable financial institutions, and supporting the transition to a low-carbon economy. The growth of the green bond market has been impressive, with a record-high issuance of $269.5 billion in 2021, up 4.6% from 2020. The cumulative issuance from 2007 to 2021 surpassed $1.5 trillion, with the US, China, and France being the largest issuers. The increase in green bond issuance is driven by investor demand and regulatory measures promoting sustainable finance.
In conclusion, ESG considerations are becoming increasingly important to the banking industry to manage risk, enhance reputation, meet regulatory requirements, and drive innovation. Banks that prioritize ESG are likely to be better positioned for long-term success, as they can help to create a more sustainable and equitable future for all stakeholders. As individuals, we can also play a role in promoting ESG considerations by supporting banks and financial institutions that prioritize sustainability and social responsibility. By working together, we can help to build a more resilient and sustainable global economy.
This may be one of the most important feature of ESG in banking, where the green bond space has grown exponentially over the last years.
By Gary Brown
Head of Commercial Development – Creditinfo Group.
Evolution of customer onboarding and risk assessment
This year, Creditinfo celebrated its 25-year anniversary, so I decided to look back on how the landscape in effective credit risk management has evolved.
While it was a little before my time, I’m sure there are still many people today who remember that the only way to open a bank account, apply for a loan or to be considered for a mortgage was to visit your local branch and sit with a loan officer. Though, this is still the case in many emerging markets even today, there will be some small differences on the data used and the risk assessment criteria that is in place.
Historically, a visit to the branch would involve meeting a loan officer who would then try to understand your circumstances before making an approval. If there was a past relationship or a connection (family member, friend, etc) with the loan officer, this would usually work in your favor. It was a direct relationship that usually lasted a lifetime. The loan officer would know or at least try to understand as much personal information on your employment, income, and expenses as possible and then would make a personal judgement to provide you with a form of credit. All of this was most likely completed and documented on papers and filed into a filing system for record.
Fast forward a few decades and not only are local branches disappearing, but also the idea of sharing personal information with a “stranger”, along with any supporting documents that validate your circumstances are a thing of the past. In a world of smartphones, tablets, and access to the internet 24/7, we have moved to a new wave of digital lending.
Lenders are implementing new strategies today to meet the end needs of customers by enabling access to credit instantly at their fingertips. Digitalization has become the new norm in lending and to succeed today, lenders need to adjust and transform their platforms. It is now a thing of the past to fill in an application form on paper when we have a smartphone in our pockets that can allow us to fill in the same information into a mobile application within a few minutes. As part of the loan onboarding, we can now validate our identity through biometric authentication options – fingerprint analysis, selfie/face recognition and document validation, etc. eliminating the need to do human to human verification.
The challenges from old-fashioned lending methods, i.e. understanding family ties or seeking information on employment and income would typically result in an unfair and inaccurate risk assessment. With the vast amount of information available today, either traditional or non-traditional, we can accurately assess everyone, even customers with limited credit history – “thin files”. These are often rejected due to the lack of evidence on how risk-tolerant or risk-averse they are. Usually, the absence of traditional information for these customers creates a challenge for them to receive the financial support they need. With the introduction of psychometric data, e-wallet data or open banking solutions, lenders can combine credit scoring methods with traditional models to provide accurate and reliable risk assessment.
The benefits and success of this digital transformation and innovative approach to lending is not just about delivering quick-fix money solutions. Instead, it is about empowering individuals, facilitating access to credit and growing our global economies.
If you are interested to reach the top and win the digital race with a state-of-the-art digital lending platform then reach out to Gary Brown, Commercial Director, Creditinfo Group.
Visit www.creditinfo.com for more information.
Open Banking in the MENA region
We recently sat down with the Commercial Director at Creditinfo Group, Gary Brown, where he highlighted his thoughts on Open Banking in the MENA (Middle East and North Africa) region. These were some of his insights:
What is Open Banking?
Open Banking is a service that provides third-party financial service providers open access to consumer banking transactional data from banks and financial institutions using application programming interfaces (APIs). Open Banking is growing with popularity globally and in the MENA and could soon become the latest source of FinTech to shape the banking industry.
Delivered through open banking, banks allow access and control of customers personal and financial data to third-party service providers. Of course, customers are required to grant consent to allow the bank access and permission to share. Lenders are then able to use customers data and transaction history to drive insights such as spending habits and regular payments. This will enable more competition and innovation to financial services which will lead to better products to help consumers manage their money.
What are the benefits to Open Banking?
Open Banking allows lenders to add an additional layer of data and complete a more accurate and comprehensive picture of a customer’s financial situation to offer more competitive and profitable loan products. It can also benefit the consumer and help them manage their own expenses and accounts. An open Banking application can display all the consumers banking accounts in one place and display their spending habits and behaviors.
Open Banking is a straight-forward solutions with low integration costs that can greatly benefit large and established banks, small banks and digital banks. It can reduce operational costs and provide a wider customer outreach through digital channels, hugely important in the MENA with such a high percentage of the population with access to a digital smartphone. This new technology can strengthen customer relationships and customer retention by helping consumers manage their expenses and connect with them through digitalization.
How will Open Banking improve the customer experience in the MENA?
With such high smartphone usage across MENA, Open Banking will provide consumers the ability to have full control over their finances under one view, as well provide them with a better range of products and services personalized to their financial situation. Consumers across the MENA are requesting more flexible and forward-looking systems that support fintech innovation. Open Banking allows consumers to be in control and empowers them and small businesses by creating a simple platform for accessing, controlling, and sharing their data so they can benefit from it. With connected accounts across the financial services landscape, consumers and small businesses can put their data to work, whether it’s for one specific purpose or across multiple apps and services.
Data exchange is crucial across any financial ecosystem and Open Banking plays a vital role by providing a new additional layer of data. Enabling a secure and safe flow of data across accounts and apps efficiently will fuel innovation for banks and provide many new benefits across the industry, such as improving financial literacy and extend financial inclusion to the underserved.
Can you explain the differences between Open Banking and Open Finance?
Open Banking and Open Finance are the latest buzz topics when it comes to fintechs and innovations in the Banking industry. Open Finance has been developed from Open Banking and will provide an extra layer of data available to consumers and organizations, Open Finance will include other financial data, such as mortgages, savings, pensions, insurance, utilities, etc. This will enable consumers to provide access to their entire financial footprint and provide them with an even better customer experience.
To better serve the unbanked or underserved, Open Finance will further level the playing field and make it easier for these consumers to have access to affordable and sustainable credit, providing everyone access to the services they require and deserve. With more access to finance, we can expect to see better economic growth across MENA.
Top trends that will shape banking in 2022
We sat down with our Direct Markets Director at Creditinfo Group, Samuel White, to discuss some of the key trends that will shape banking in the MENA and Asia region. These were some of his thoughts:
New market players from non-traditional lenders such as telco or payment providers
We are seeing an increasingly number of non-banks entering the markets. There has been a clear sign that these companies have a wealth of internal data through their platforms and usually e-wallet transactions. It has been proven that this data is extremely valuable during the risk assessment process.
SME finance
SMEs are playing an instrumental role in local economies but still struggle to receive the access to banking products in a timely fashion. In the region every country is looking at how better to serve these customers and provide them with the solutions they require.
Digital Banks, Neo Banks, Born Digital Banks
Many of the traditional lenders are based on legacy technologies and we have seen an accelerated approach to digital transformation over the last 2 years. We have also seen some banks create new digital arms to their organization setup with new technology away from legacy portfolios. These Born Digital Banks are increasing in the region, and anybody left behind can expect to lose some market share in the future.
BNPL
Buy Now Pay Later (or as some are calling it Save now pay later) is not a new concept but there is no doubt it is growing with popularity. The demand for flexible payment offerings is at an all-time high. Typically, these smaller value loans are based on impulse buying so lenders must make sure they have the process in place to offer instant decisioning.
We also asked him how Creditinfo is playing a role in shaping these trends:
How is Creditinfo helping banks lead in the digital era?
At Creditinfo we are focusing on helping banks streamline and improve the credit process across the full credit lifecycle, from origination through scoring, risk, decisioning and portfolio management. We are offering enhanced digital channels to meet the customer demands and reach the underserved or unbanked segments. We recognize it has become more accessible for individuals and SMEs to make use of digital financial services and by working with Banks we can develop software and applications to deliver services that are more transparent and automated.
What is Creditinfo’s business model and how do you see this model shaping the banking industry?
Creditinfo is a provider of credit information and risk management solutions worldwide, one of our primary goals is to help facilitate access to finance. We have built credit bureaus globally and across different markets, giving us key insights and knowledge into best practices. Creditinfo has a vision to create successful partnerships with lenders, governments, central banks to help increase financial inclusion and generate economic growth by allowing credit access for individuals and SMEs.
Creditinfo wants to continue building products and working with partners to add further solutions and data to enable lenders to further lend in a responsible fashion. Lenders are shifting their attitude towards FinTechs to keep pace with change and remain competitive. There is a huge variety of FinTech offerings available today using wide range of data that’s delivered through applications to provide lending decisions in only a few seconds.
Creditinfo Gulf and Tech Access Strategic Partnership
Creditinfo Gulf and Tech Access joined forces and announced a strategic partnership to enhance risk assessment and facilitate access to finance in the MENA region.
Both companies will help Lenders and Tech firms streamline the risk assessment process and increase credit quality, earnings and growth while mitigating credit risk.
Creditinfo is a leading service provider for credit information and risk management solutions worldwide. It has established more than 33 credit bureaus in mature and emerging markets over 4 continents, thus tangibly contributing to growing and strengthening economies.
Tech Access has become an acknowledged industry leader in the ICT enterprise distribution market in the MENA region. Providing technology solutions to large Govt., private and public corporations across UAE, KSA, Pakistan, Levant & Africa regions.
“Our partnership, comprised with Creditinfo Gulf, is to enhance our local and regional coverage on credit information and fintech service provider across the globe, offering cutting-edge analytical tools and software solutions for the financial industry for efficient credit risk and strategic decision making” commented Jawwad Rehman, CEO Tech Access.
“This announcement marks another significant milestone, and we are excited to start this new partnership with Tech Access to provide full potential of intelligent information, software and analytics solutions. Supported by international know-how and local market support, setting a remarkable high bar in the MENA region. We look forward to working with Tech Access and Financial Lenders to deliver these capabilities.” commented Gary Brown, Managing Director Creditinfo Gulf
Ends.
Mala’a launches Credit Bureau System in Oman
Creditinfo and Mala’a’s strategic partnership started in January 2019 and since then, the teams have been developing a state of the art Credit Bureau System, connecting members, integrating with new data providers, and ensuring the system is protected to the highest security standards.
On November 18th 2020, Mala’a officially launched its state-of-the-art Credit Bureau System to the banking sector in Oman. This announcement affirms Creditinfo’s commitment in helping businesses globally make better use of information and data, along with providing the latest software solutions to enhance risk decisioning strategies. Creditinfo have over the years strengthened our partnerships with Credit Bureaus globally by delivering Creditinfo’s technology with core credit bureau systems, infrastructure expertise, operational set up, self-service platforms, alternative data, digital lending solutions among other tailored services.
Creditinfo will continue partnering with Mala’a into the next phase of our project. The teams will be ensuring we expand the membership to new sectors such as telecommunication and insurance and delivering new value-added services like Instant Decision Solutions, Mobile Lending Platforms and Portfolio Management tools. This will help lenders and organizations improve the application process and the customer experience for Oman residents.
Lenders across the GCC are changing the way in which they operate and make decisions on an individual’s creditworthiness moving to a digital based approach while harnessing traditional and non-traditional data. With Creditinfo Gulf based in Muscat now firmly installed in the region Creditinfo will remain at the forefront of facilitating access to finance in each of our markets and help lenders to reduce risk and increase profitability. We look forward to continuing assisting with cutting-edge technology in the region and helping Lenders and Telcos increase profitability without increasing the risk of new business.
Gary Brown, MD, Creditinfo Gulf.
