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How digital lenders can mitigate loan default risks

FinCrypto Staff

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How digital lenders can mitigate loan default risks

Mitigating the risk of loan defaults as a digital lender requires a multifaceted approach that combines technological innovations with robust risk management strategies. The risk of non-payment to digital lenders is serious, which is why mitigating the risk early on is so important.

A nuanced approach that integrates prudent lending practices, intuitive risk management and holistic data aggregation are the cornerstones of effective loan default risk mitigation strategies. Examples of this would be risk-based pricing, inclusion of covenants, post-disbursement monitoring or strategies to limit sector exposure which are all acceptable strategies.

It is also important to leverage modern tools such as advanced algorithms and machine learning models to accurately assess the borrower’s creditworthiness. By analyzing large data sets in real time, digital lenders can make informed decisions, reducing the likelihood of lending to high-risk individuals.

Let’s look at other important strategies that lenders should employ to mitigate risk.

Loan payment protection

In 2023, 78% of Americans are living paycheck to paycheck, making them vulnerable to potential financial setbacks. Among these millions, the risk of falling behind on loan payments looms large, adding stress to the uncertainty of job security or unexpected injuries.

Today’s uncertain market is why TruStage created Payment Guard Insurance, a digital lending solution designed to help provide reassurance to borrowers. It steps in to cover loan payments in the event of a sudden loss of covered employment or disability, helping to ease the burden of financial strain. For lenders, it serves as a safeguard against defaults and delinquencies resulting from unexpected job losses, without adding friction to the loan application process.

Loan payment protection is a viable solution to help achieve the financial well-being that consumers are open to. Digital lenders should explore how loan payment protection products like Payment Guard could fit into their current structure.

Credit scoring and predictive models

Credit scoring and predictive models are essential for the stability of financial markets and fair access to credit. Traditional models focus on factors like credit history and income, but often overlook important financial details.

AI-based models are gaining ground due to their speed and accuracy in processing large amounts of data. By rapidly analyzing large data sets, AI algorithms enable lenders to make faster and more reliable lending decisions, improving the efficiency of loan applications for borrowers.

Alternative data sources

Alternative data sources are extremely useful because they provide information about spending habits, income stability, and responsible financial behavior that may be overlooked by standard credit reports. They can offer a valuable opportunity to enhance traditional credit scoring methods to help extend credit to more individuals.

  • Social media activity: Analyzing this data can reveal valuable insights into spending habits, employment status, and even personality traits that traditional credit reports may overlook.
  • Bank account transactions: These can help capture spending patterns, income sources and cash flow trends. By understanding these details, lenders can better determine an applicant’s income stability, debt management skills and propensity to default.
  • Utility payments: Consistent bill payments reflect a stable living situation, which correlates with a lower chance of default.
  • Alternative credit scoring models: AI-based models can adapt to evolving consumer behaviors and economic conditions, improving predictive performance over time.

By integrating this data, lenders can evaluate a broader range of applicants and improve predictive accuracy. Collaboration between stakeholders is vital to maximize the benefits of alternative data for credit assessment and risk management as the financial landscape evolves.

Today’s consumer financial landscape is grappling with persistent loan delinquencies, requiring proactive strategies from digital lending leaders.

Embracing innovation, payment protection solutions and alternative data sources becomes critical to help overcome the complexities of loan delinquency in tense economic conditions.

Contact us to speak with one of our representatives Payment guard. Find out how Payment Guard can help provide an additional layer of protection.

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1FORBES Consultant, Living Paycheck to Paycheck Statistics 2024, April 2024

We want to be transparent with our valued customers. The article written about our product was provided by an individual who was compensated for sharing their positive experience. While we believe in the authenticity of their support, it is important to note that they were compensated for their testimony. We appreciate your trust in our brand and are committed to maintaining open communication about our marketing practices. If you have any questions, please contact us.

The opinions expressed herein are those of the authors and do not necessarily represent the views of TruStage.

TruStage™ Payment Guard insurance is underwritten by CUMIS Specialty Insurance Company, Inc. CUMIS Specialty Insurance Company, our excess and surplus lines carrier, underwrites coverages that are not available in the admitted market. Product and features may vary and may not be available in all states. Certain eligibility requirements, conditions and exclusions may apply. Please refer to the Group Policy for a full explanation of the terms. The insurance offered is not a deposit and is not federally insured, sold or guaranteed by any financial institution. Corporate Headquarters 5910 Mineral Point Road, Madison, WI 53705. ©TruStage

PGI-6555191.1-0424-0526

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We are the editorial team of FinCrypto, where seriousness meets clarity in cryptocurrency analysis. With a robust team of finance and blockchain technology experts, we are dedicated to meticulously exploring complex crypto markets with detailed assessments and an unbiased approach. Our mission is to democratize access to knowledge of emerging financial technologies, ensuring they are understandable and accessible to all. In every article on FinCrypto, we strive to provide content that not only educates, but also empowers our readers, facilitating their integration into the financial digital age.

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Lloyds and Nationwide invest in Scottish fintech AI Aveni

FinCrypto Staff

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Lloyds and Nationwide invest in Scottish AI fintech Aveni

Lloyds Banking Group and Nationwide have joined an ÂŁ11m Series A funding round in Scottish artificial intelligence fintech Aveni.

The investment is led by Puma Private Equity with additional participation from Par Equity.

Aveni creates AI products specifically designed to streamline workflows in the financial services industry by analyzing documents and meetings across a range of operational functions, with a focus on financial advisory services and consumer compliance.

The cash injection will help fund the development of a new product, FinLLM, a large-scale language model created specifically for the financial sector in partnership with Lloyds and Nationwide.

Joseph Twigg, CEO of Aveni, explains: “The financial services industry doesn’t need AI models that can quote Shakespeare, it needs AI models that offer transparency, trust and, most importantly, fairness. The way to achieve this is to develop small, highly tuned language models, trained on financial services data, vetted by financial services experts for specific financial services use cases.

“FinLLM’s goal is to set a new standard for the controlled, responsible and ethical adoption of generative AI, outperforming all other generic models in our selected financial services use cases.”

Robin Scher, head of fintech investment at Lloyds Banking Group, says the development programme offers a “massive opportunity” for the financial services industry by streamlining operations and improving customer experience.

“We look forward to supporting Aveni’s growth as we invest in their vision of developing FinLLM together with partners. Our collaboration aims to establish Aveni as a forerunner in AI adoption in the industry, while maintaining a focus on responsible use and customer centricity,” he said.

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Fairexpay: Risk consultancy White Matter Advisory acquires 90% stake in fintech Fairexpay

FinCrypto Staff

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Treasury Risk Consulting Firm White Matter Alert On Monday he announced the acquisition of a 90% stake in the fintech startup Fair payment for an undisclosed amount. The acquisition will help White Matter Advisory expand its portfolio in the area of cross-border remittance and fundraising services, a statement said. White Matter Advisory, which operates under the name SaveDesk (White Matter Advisory India Pvt Ltd), is engaged in the treasury risk advisory business. It oversees funds under management (FUM) totaling $8 billion, offering advisory services to a wide range of clients.

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White Matter Advisory, based in Bangalore, helps companies navigate the complexities of treasury and risk management.

Fairexpay, authorised by the Reserve Bank of India (RBI) under Cohort 2 of the Liberalised Remittance Scheme (LRS) Regulatory Sandbox, boasts features such as best-in-class exchange rates, 24-hour processing times and full security compliance.

“With this acquisition, White Matter Advisory will leverage Fairexpay’s advanced technology platform and regulatory approvals to enhance its services to its clients,” the release reads.

The integration of Fairexpay’s capabilities should provide White Matter Advisory with a competitive advantage in the cross-border remittance and fundraising market, he added.

The release also states that by integrating Fairexpay’s advanced technology, White Matter Advisory aims to offer seamless and convenient cross-border payment solutions, providing customers with secure options for international money transfers.

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Fintech

Rakuten Delays FinTech Business Reorganization to 2025

FinCrypto Staff

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tipranks

Rakuten (Japan:4755) has released an update.

Rakuten Group, Inc. and Rakuten Bank, Ltd. announced a delay in the reorganization of Rakuten’s FinTech Business, moving the target date from October 2024 to January 2025. The delay is to allow for a more comprehensive review, taking into account regulatory, shareholder interests and the group’s optimal structure for growth. There are no anticipated changes to Rakuten Bank’s reorganization objectives, structure or listing status outside of the revised timeline.

For more insights on JP:4755 stock, check out TipRanks Stock Analysis Page.

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White Matter Advisory Acquires 90% Stake in Fintech Startup Fairexpay

FinCrypto Staff

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White Matter Advisory Acquires 90% Stake in Fintech Startup Fairexpay

You are reading Entrepreneur India, an international franchise of Entrepreneur Media.

White Matter Advisory, which operates under the name SaveDesk in India, has announced that it is acquiring a 90% stake in fintech startup Fairexpay for an undisclosed amount.

This strategic move aims to strengthen White Matter Advisory’s portfolio in cross-border remittance and fundraising services.

By integrating Fairexpay’s advanced technology, White Matter Advisory aims to offer seamless and convenient cross-border payment solutions, providing customers with secure options for international money transfers.

White Matter Advisory, known for its treasury risk advisory services, manages funds under management (FUM) totaling USD 8 billion.

Founded by Bhaskar Saravana, Saurabh Jain, Kranthi Reddy and Piuesh Daga, White Matter Advisory helps companies effectively manage the complexities of treasury and risk management.

The SaveDesk platform offering includes a SaaS-based FX market data platform with real-time feeds for over 100 currencies, bank cost optimization services, customized treasury risk management solutions, and compliance guidance for the Foreign Exchange Management Act (FEMA) and other trade regulations.

Fairexpay is a global aggregation platform offering competitive currency exchange rates from numerous exchange partners worldwide. Catering to both private and corporate customers, Fairexpay provides seamless money transfer solutions for education, travel and immigration, as well as simplifying cross-border payments via API and white-label solutions for businesses. Key features include competitive currency exchange rates, 24-hour processing times, extensive currency coverage of over 30 currencies in more than 200 countries, and secure, RBI-compliant transactions.

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