Tag: volatility

As credit volumes recover from lows observed in 2021, lenders face new challenges – from increasing demand in customer expectations, to heightened competition, market volatility and a fierce war on talent. Many lenders have incorporated the foundational elements of credit analytics and seen significant initial returns. Now, it’s time for lenders to unlock even greater growth opportunities and operational efficiencies by exploring AI-powered solutions. Experian presented on a recent webinar hosted by Lendit Fintech, where Srikanth Geedipali, Senior Vice President of Global Analytics and AI for Experian, joined a panel of industry experts with representation from OPY and Citibank, to speak on how lenders can differentiate themselves by unlocking the power of advanced technologies such as AI and ML to address these emerging challenges. Watch the full webinar, NextGen Applications of AI in the Credit Lifecycle, and learn more about: Emerging trends in the AI/ML space that will drive innovation and differentiated solutions Use-cases for AI/ML across the lending lifecycle and how to leverage MLOps to industrialize analytics and improve speed and agility of decision-making How advanced technologies have driven impact for lenders of all sizes     This webinar is a part of Lendit Fintech’s webinar series. To learn more about how leveraging AI/ML can help optimize your lending strategies, contact us today. Learn more about Ascend Intelligence Services

In today’s uncertain economic environment, the question of how to reduce portfolio volatility while still meeting consumers’ needs is on every lender’s mind.  With more than 100 million consumers already restricted by traditional scoring methods used today, lenders need to look beyond traditional credit information to make more informed decisions. By leveraging alternative credit data, you can continue to support your borrowers and expand your lending universe. In our most recent podcast, Experian’s Shawn Rife, Director of Risk Scoring and Alpa Lally, Vice President of Data Business, discuss how to enhance your portfolio analysis after an economic downturn, respond to the changing lending marketplace and drive greater access to credit for financially distressed consumers. Topics discussed, include: Making strategic, data-driven decisions across the credit lifecycle Better managing and responding to portfolio risk Predicting consumer behavior in times of extreme uncertainty Listen in on the discussion to learn more. Experian · Effective Lending in the Age of COVID-19

This is the second of a three part series of blog posts highlighting key focus areas for your response to the COVID-19 health crisis: Risk, Operations, Consumer Behavior, and Reporting and Compliance. For more information and the latest resources, please visit Look Ahead 2020, Experian’s COVID-19 resource center with the latest news and tools for our business partners as well as links to consumer resources and a risk simulator. To read the introductory post, click here.  Strategic Focus on Risk The last recession spurred an industry-wide systemic focus on stressed scenario forecasting. Now’s the time to evaluate the medium- to long-term impacts of the downturn response on portfolio risk measurement. The impact will be wide ranging, requiring recalibration of scorecards and underwriting processes and challenging assumptions related to fees, net interest income, losses, expenses and liquidity. There are critical inputs to understand portfolio monitoring and benchmarking by account types and segments.   Higher unemployment across the country is likely. You need a thorough response to successfully navigate the emerging risks. Expanding credit line management efforts for existing accounts is critical. Proactively responding to the needs of your customers will demand a wide range of data and analytics and more frequent and active processes to take action. Current approaches and tools with increased automation may need to be reevaluated. When sudden economic shocks occur, statistical models may still rank-order effectively, while the odds-to-score relationships deteriorate. This is the time to take full advantage of explainable machine learning techniques to quickly calibrate or rebuild scorecards with refreshed data (traditional and alternative) and continue the learning cycle.   As your risk management tools are evaluated and refreshed, there are many opportunities to target your servicing strategies where they can produce results. This may take the form of identifying segments exhibiting financial stress that can benefit from deferred payments, loan consolidation or refinancing. It might also involve more typical risk mitigation strategies, such as credit line reduction. There are several scenarios that may emerge over the next nine to 12 months that can offer opportunities to deepen relationships with your customers while managing long-term risk exposure. Optimizing Business Operations One of the most significant impacts to your business is the increase in transaction volumes as a result of the economic shock. We expect material increases in collections, refinancing and hardship programs. These increases are arriving at a time when many businesses have streamlined their teams in concert with periods of low delinquency and credit losses. Additional strain from call center shutdowns and limited staffing can easily overwhelm operations and cause business continuity plans to breakdown.   More than ever, the use of digital channels and self-servicing technology are no longer nice-to-haves. Customers expect online access, and efficiency demands automation, including virtual assistants. As more volume migrates to these channels, it’s critical to have the right customer experience and fraud risk controls deployed through flexible, cloud-based systems.   Learn More

This is the introduction to a series of blog posts highlighting key focus areas for your response to the COVID-19 health crisis: Risk, Operations, Consumer Behavior, and Reporting and Compliance. For more information and the latest resources, please visit Look Ahead 2020, Experian's COVID-19 resource center with the latest news and tools for our business partners as well as links to consumer resources and a risk simulator. Responding to COVID-19 The response to COVID-19 is rolling out across the global financial system and here in North America. Together, we’re adapting to working remotely and adjusting to our “new normal.” It seems the long forecasted economic recession is finally and abruptly on our doorstep. Recession planning has been a focus for many organizations, and it’s now time to act on these contingency plans and respond to the downturn. The immediate effects and those that quickly follow the pandemic will widely impact the economy, affecting businesses of all sizes, employment and consumer confidence. We learned from the housing crisis and Great Recession how to identify and adapt to emerging risks. We can apply those skills while rebuilding the economy and focusing on the consumer. How should you respond? What strategies should you deploy? How can you balance emerging risks, changing consumer expectations and regulatory impacts? First, let's draw upon the best knowledge we gained from the last recession and apply those learnings. Second, we need to understand the current environment including the impact of major changes in technology and consumer behavior over the last few years. This approach will allow us to identify key themes to help build-out strategies to focus resources, respond successfully and deliver for stakeholders.   Anticipate the pervasive and highly impactful market dynamics and trends The impact of this downturn on the consumer, on businesses and on financial institutions will be very different to that of the Great Recession. There will be a complete loss of income for many workers and small businesses. In a survey conducted by the Center for Financial Services Innovation (CFSI), more than 112 million Americans said that they don’t have enough savings to cover three months of living expenses*. These volatile market conditions and consumer insecurity will cause changes to your business models. You must prepare to manage increased fraud attacks, continue to push toward digital banking and understand regulatory changes.   Learn More   *U.S. Financial Health Pulse, 2018 Baseline Survey Results. https://s3.amazonaws.com/cfsi-innovation-files-2018/ wp-content/uploads/2018/11/20213012/Pulse-2018- Baseline-Survey-Results-11-16.18.pdf