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Author: Amy Sariego

Blog: Election Economics

Election Economics: How to Navigate Risk Decisioning in an Uncertain Political Landscape

How Political Outcomes Shape the Future of Lending and Financial Services
Elections are pivotal moments that shape the direction of the economy, often driving shifts that reverberate across industries, including financial services. The outcomes of national and regional elections will directly influence fiscal strategies, regulatory frameworks, and economic policies, which then impact interest rates, inflation, the employment landscape, and overall market stability. And of course, all of these factors are critically important to the world of financial services, where things like credit decisioning, fraud threats, risk management, and lending practices all depend quite heavily on the broader economic environment. Recent elections in the UK and Argentina have already demonstrated how shifts in political leadership drive significant economic policy changes, and of course, the highly contentious upcoming Presidential election in the US looms as a tipping point that will have influence across the globe. As these political events unfold, financial services providers need to remain agile, proactively adjusting to new realities to ensure stability (and profitability) amidst change.
Recent Elections and Economic Impact on Lending and Financial Services

Recent elections around the world have already triggered significant economic shifts, with far-reaching implications. In the UK General Elections in 2024, results have further shaped the ongoing Brexit process, influencing fiscal policies and regulatory frameworks that directly impact the financial industry. Uncertainty surrounding post-Brexit trade deals and regulatory realignment has already affected interest rates and inflation, creating tighter credit conditions for both consumers and businesses. And adjustments to the Bank of England’s interest rate policies or regulations governing financial institutions could further influence lending practices, with tighter borrowing conditions on the horizon for both individuals and small businesses.

In Argentina’s 2023 Presidential Election, a shift in leadership has brought about changes in economic strategy, particularly in the battle against soaring inflation. The new government’s attempts to control inflation and stabilize the economy are affecting the country’s monetary policy, leading to higher interest rates and tighter lending criteria. For financial institutions, this poses significant challenges, requiring lenders to quickly adjust their credit decisioning processes to accommodate economic instability. As inflation persists and the cost of borrowing rises, both consumer credit and business financing have become more difficult to secure, which further strains the economy.

The India General Elections earlier this year have also had effects on the fintech space. The results will influence regulatory policies surrounding fintech growth and digital finance, both of which are necessary for encouraging financial inclusion in underserved markets. Depending on the government’s support for these sectors, lending to traditionally underserved segments of the population could see either significant growth or stagnation. And changes in policy around digital finance could encourage new forms of lending, but they could also introduce more stringent regulations that will make access to credit much more challenging.

The 2024 US Presidential Election: A Global Ripple Effect

Of course top of mind these days, regardless of your location, is the upcoming US Presidential election. While it’s always something that has far-reaching effects, this year’s highly contentious ballot is poised to have sweeping global implications, on everything from global interest rates and inflation trends, to significant policy reforms on taxation, regulation, and lending practices. A key player in this process is the Federal Reserve, which closely monitors election outcomes and adjusts interest rates accordingly. If the newly-elected government pushes for changes in fiscal measures, the Federal Reserve’s response could shape borrowing costs, which in turn improves or challenges access to credit. For lenders and financial services providers, these shifts showcase how important it is to remain agile in the face of uncertain regulatory reforms and fluctuating market conditions. The global financial system will be watching closely as the election unfolds – because no matter who wins, there is bound to be significant changes that will reshape lending dynamics in the US and beyond.

Election-Driven Economic Currents: Navigating Interest Rates, Inflation, and Risk Decisioning

Election outcomes can cause shifts in all sectors of the economy, but some areas in particular directly impact lending and risk decisioning. One of the most immediate effects is on interest rates, which are often adjusted based on fiscal policies introduced post-election. As interest rates fluctuate, lenders have to reassess risk profiles and adjust their credit and risk decisioning processes to account for any potential volatility in repayment abilities of their customers. Inflation control is also directly linked to post-election economic strategies. Any policies that either stimulate or dampen the economy can lead to varying levels of inflation – which affects everything from consumer purchasing power and household debt to business investments and the stock market. Inflation can also erode creditworthiness, with rising prices and an increased cost of living making it harder for both individuals and companies to manage their debt obligations. This means that lenders are then faced with the challenge of adjusting lending practices to maintain profitability while managing increasing risks in their customer base (which requires systems and solutions that enable flexibility in decisioning processes).

The outcome of any election also influences overall creditworthiness as economic conditions shift in response. Changes in the employment rate, business investments, interest rates, and fiscal stability all contribute to changes in credit and risk profiles. This is where a more dynamic approach to risk assessment is critical, with the ability to leverage intelligent, proactive risk decisioning solutions. Using advanced decisioning technology and data analytics allows financial services providers to adapt easily, identifying risks earlier and making more informed decisions. This proactive approach enables lenders to protect their profitability and lending portfolios while still serving the needs of customers effectively.

Ahead of the Curve: How Advanced Risk Decisioning Solutions Mitigate Volatility

With elections comes uncertainty. And when there’s uncertainty, financial services providers need to proactively navigate shifting risk. Advanced risk decisioning solutions play a key role in helping you better predict (and respond to) risk, by leveraging real-time data and AI-driven analytics to identify emerging trends earlier and make smarter, faster risk decisions. Rather than simply reacting to sudden market fluctuations, proactive decisioning allows you to better predict future scenarios, preparing for possible fluctuations in interest rates, inflation, credit conditions, ability to repay, etc. Remaining agile and competitive is key to staying ahead of any uncertainty in the economy – election-driven or otherwise.

Holistic risk decisioning solutions also ensure a smoother onboarding process, with the ability to more accurately assess creditworthiness, even among rapidly changing market conditions. AI-powered decisioning software and solutions allows you to access and integrate vast amounts of data (everything from economic indicators and market trends to individual financial behavior), giving you a more accurate (and nuanced) view of a customer’s unique risk profile. Too often when economic conditions are volatile, the inclination is to be overly cautious. But that can stifle your business growth. With more proactive, agile decisioning, your lending portfolio remains stable (and profitable) even when external conditions aren’t.

Fraud prevention also becomes a key focus. During periods of political and economic uncertainty, fraud attempts often surge. With a holistic, data-driven approach to your risk decisioning, advanced algorithms and embedded intelligence can better detect unusual patterns and behaviors that signal fraudulent activity. Integrating fraud detection directly into the risk decisioning process allows you to greatly reduce losses, ensuring your operations remain secure, compliant, and resilient even among the unpredictability of major election upheaval.

Beyond onboarding, there is also the issue of managing ongoing customer relationships and maximizing value across the lifecycle. Ongoing account management is particularly important during periods of economic uncertainty. Advanced risk decisioning solutions empowers you to continuously, proactively monitor customer profiles and make adjustments easily. A flexible solution allows you to adjust credit limits and lending terms in real time as economic factors like inflation, interest rates, and consumer behavior evolve. Using AI-driven tools to track changes in individuals as well as broader market trends allows you to proactively mitigate risk, reducing the likelihood of defaults while maintaining a positive customer experience through personalized, flexible financial products and services.

Despite proactive, agile efforts to effectively manage your risk, post-election downturns are common, leading to increases in default rates and placing added pressure on collections and recovery strategies. Sophisticated (and more productive) collections treatment strategies are made possible with intelligent data and decisioning solutions. Leveraging advanced risk decisioning software allows you to segment delinquent accounts based on risk profiles, prioritize collections efforts, determine the best communications channels, and tailor recovery efforts to individual borrower profiles. Best of all, it allows you to anticipate defaults before they happen by closely analyzing customer behavior and economic trends to forecast likelihood of repayment, enabling you to approach debt recovery proactively and strategically. A more proactive approach not only helps to mitigate losses, but also supports a much more empathetic and effective recovery process, ensuring long-term management of your customer relationships.

Preparing for Election-Driven Economic Shifts in Financial Services

Intelligent risk decisioning solutions are key to staying ahead of post-election shifts. By incorporating AI and advanced data analytics in one holistic platform, these decisioning solutions enable you to:

  • Forecast and proactively mitigate potential risks
  • Make data-driven lending decisions
  • Improve onboarding processes
  • Reduce customer friction
  • Manage customer risks and relationships across the lifecycle
  • Detect and prevent fraud
  • Prioritize collections efforts
  • Adjust lending practices with ease
  • Continuously monitor the economic environment

Financial services providers that adopt forward-looking, proactive strategies (and which are armed with the right technology) will prove more resilient, positioning themselves for sustainable growth even in the face of political and economic change. Are you ready?

Discover how Provenir’s single decisioning platform offers you stability across the customer lifecycle.

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Digital Banking All-Stars: 15 Key Players Impacting Your Banking Experience

Digital Banking All-Stars: 15 Key Players Impacting Your Banking Experience

Digital Banks: Leading the Charge on Speed, Convenience, and Personalization
In a world where smartphones have become central to everything (from social connections and work tools to entertainment and GPS systems), digital banks are stepping up as game-changers for financial services. Long gone are the days of waiting in line at your local branch – instead, we have digital banks that focus on speed, convenience, and putting you in control of your money like never before. This new breed of banks isn’t just transforming our everyday financial transactions, but setting a benchmark for customer experience in the financial sector. In this round-up blog, we’re highlighting 15 digital banks that are leading the way, showing how tech-savvy banking can be both innovative and empowering.
  • Revolut: Launched in 2015 in the UK, Revolut quickly became one of the most recognized digital banks globally. Originally offering currency exchange services with low fees, the company has since expanded into a full-fledged financial super-app, providing its customers with everything from personalized budgeting tools to cryptocurrency trading. With over 45 million users worldwide, Revolut focuses on innovation and customer-centric solutions, making it a top choice for consumers.
  • Monzo: Another UK-based digital bank, Monzo has impacted the world of personal finance, offering features like real-time spending notifications, savings accounts, and fee-free foreign transactions. With a community-driven development approach, the company uses customer feedback to directly shape the product roadmap and future features. Monzo prioritizes transparency, ease of use, and financial education for its 10+ million customers.
  • sofi

    SoFi: Short for Social Finance, SoFi began in 2011 with a mission to help students refinance their loans. But today it has grown far beyond that, offering a diversified financial platform that provides everything from personal loans and mortgages to investment services and credit cards. Based in the US, SoFi serves a variety of types of consumers, many of whom are younger professionals seeking a more modern banking experience. The company prides itself on addressing the financial needs of its members at every life stage, with personalized products and educational resources that empower consumers to make more informed financial decisions.
  • Comun: A digital bank designed specifically for the immigrant Latino community in the United States, Comun aims to provide financial services that are accessible and relevant to the needs of this typically underserved population. Offering bilingual support, fee-free accounts, and tools to help users build credit, Comun is filling a critical gap in the financial services landscape. With a deep understanding of its customers, the organization is able to provide culturally relevant solutions that foster financial inclusion and empowerment, enabling social mobility for immigrants and their families.
  • Chime: One of the most popular digital banks in the US, Chime is known for its commitment to helping consumers avoid the pitfalls of traditional banking fees. No monthly fees, overdraft fees, or minimum balance requirements endears Chime to millions of Americans looking for a more affordable, transparent banking option. With a user-friendly app, early direct deposit feature, and strong focus on financial wellness, the organization continues to challenge traditional banks to rethink their fee structures and customer service models.
  • NuBank: A trailblazer in Latin America’s fintech space, NuBank has rapidly grown to become one of the world’s largest independent digital banks with over 100 million customers. Its success lies in its ability to offer a simple, transparent alternative to the traditional complex and expensive Brazilian banking system. Providing no-fee credit cards and easy-to-use financial management tools, NuBank has empowered millions of people in Brazil to take control of their finances – and setting a new standard for financial inclusion in LATAM in the process.
  • Kakao Bank: Launched less than a decade ago, Kakao Bank is South Korea’s leading digital bank (and backed by the powerful Kakao ecosystem). With millions of users, Kakao Bank is changing banking in the region by efficiently integrating financial services into everyday digital interactions. Offering a wide range of products, including savings accounts and loans, all available through its user-friendly mobile app, Kakao Bank’s innovative integration with the Kakao ecosystem enables convenient, seamless financial solutions for its customers.
  • Mydoh: Designed with families in mind, Canada-based Mydoh specifically focuses on helping kids and teens learn about money management. Backed by RBC and launched in 2021, Mydoh offers a prepaid Visa card and an intuitive app that allows parents to assign chores, set savings goals, and track their children’s spending. With an educational approach, Mydoh empowers young users with the tools and knowledge they need to develop healthy financial habits from an early age – and helps to bridge the financial literacy gap among youth in Canada.
  • TymeBank: South Africa’s first fully digital bank, TymeBank has quickly become a prominent player in the African fintech landscape. With a mission to make banking more accessible and affordable for all, TymeBank offers a no-fee, easy-to-use banking experience through its mobile app and partnerships with local retailers for physical banking touchpoints. Focusing on financial inclusion, especially among the underserved populations, its impact is significant, driving innovation in the region and making banking more accessible in South Africa.
  • Bunq: Known as the “bank of The Free,” Bunq, originally founded in the Netherlands, has grown into a leading digital bank operating in 30 European countries. Offering a highly customizable banking experience, Bunq allows users to manage multiple sub-accounts, automate payments, and even plant trees with every transaction. Its success is driven by its strong emphasis on sustainability and customer autonomy, making it a popular choice among young, environmentally-conscious consumers – and challenging more traditional banks to offer greater flexibility and more ethically responsible banking solutions.
  • Kuda: Launched in 2019, Kuda is Nigeria’s first mobile-only bank, designed to offer a more accessible and affordable banking experience to the rapidly growing population in the country. Kuda has gained popularity quickly, especially among young Nigerians, thanks to its focus on easy account management and lack of account maintenance fees. By addressing the specific needs of the Nigerian market and providing innovative solutions that foster financial inclusion, Kuda is quickly challenging the dominance of traditional banks in Africa’s largest economy.
  • Liv: The UAE’s first digital-only bank, Liv heavily targets millennials and young professionals in the region. With a vibrant app that offers everything from instant account opening to budgeting tools and personalized lifestyle offers, Liv is redefining what banking looks like in the UAE. With a deep understanding of the needs and preferences of its target audience, Liv is offering a banking experience that is as fun and dynamic as it is functional – pushing traditional banks to innovate and adapt to the demands of a younger, more tech-savvy customer base.
  • GXS: A joint venture between Grab Holdings Inc. and Singtel, GXS is one of Singapore’s first digital banks, aimed at serving the needs of micro, small, and medium-sized enterprises (MSMEs) and gig economy workers. Offering tailored financial products to a base that traditional banks often overlook, GXS is able to leverage Grab’s extensive ecosystem and Singtel’s telco expertise, offering its customers a seamless, integrated banking experience. These new financial solutions serving a key target in the region are helping to support the growth and resilience of Singapore’s incredibly diverse economy.
  • Ualá: Argentinian-based Ualá is a fintech company that has quickly become a leading digital bank in the region. With a prepaid Mastercard offering, as well as a comprehensive financial management app that enables users to manage their money, make payments, and save with ease, Ualá is empowering millions of users to take control of their finances through innovative, user-friendly solutions. In a country where access to banking services has historically been limited, the company is committed to financial inclusion, contributing greatly to its resounding success.
  • Albo: One of Mexico’s most prominent digital banks, Albo aims to offer a simple and transparent banking experience to its customers. Featuring no fees and a focus on financial literacy, Albo is particularly attractive to young Mexicans who value convenience and clarity in their financial services. With a customer-centric approach, and a focus on providing tools and resources that help its users manage finances more effectively, Albo is helping to challenge traditional banking norms in Mexico and drive greater financial inclusion and accessibility.

The future runway of opportunity for digital banks is endless, with their influence only expected to grow as they continue to push the boundaries of innovation in financial services. They aren’t just redefining how we bank – they are setting the stage for a more inclusive, accessible, and customer-focused financial ecosystem globally. But the success of digital banks hinges on their ability to leverage cutting-edge technologies to deliver seamless, secure, and personalized experiences to their uses. This is where decisioning technology plays a crucial role. AI-powered, integrated credit risk and fraud decisioning solutions are essential tools that can empower digital banks to make faster, more accurate decisions, ultimately enhancing customer trust and satisfaction. The future of banking is digital, and those who embrace advanced, intelligent decisioning tech will lead the charge in shaping a smarter, more resilient financial landscape.

Discover how Provenir’s AI-Powered Decisioning Platform offers you intelligent decisioning for a low-risk, competitive edge.

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Lending Affordability and Regulations in the Nordics: Navigating Rising Debt and Consumer Protection

Lending Affordability and Regulations in the Nordics: Navigating Rising Debt and Consumer Protection

The Nordic countries—Denmark, Finland, Iceland, Norway, and Sweden—have long been celebrated for their stable economies, strong social safety nets, and sound financial systems. However, rising household debt and escalating housing costs are placing increasing pressure on lending affordability, prompting regulators to implement stricter controls to ensure responsible borrowing and protect financial stability. Adding to these challenges, global economic factors such as inflation, interest rate hikes, and geopolitical tensions are significantly impacting the Nordic lending market.

As a result, Nordic borrowers are finding it increasingly difficult to manage their debt and maintain affordability. Household debt has surged across the Nordics, especially in Sweden, where the debt-to-income ratio has surpassed 150%. Many consumers are now struggling with higher mortgage payments, causing regulators to step in.

Consumer Loan Restrictions

Nordic governments are increasingly imposing restrictions on consumer loans to protect borrowers from predatory lending and unmanageable debt, in addition to tightening mortgage regulations. Finland, for example, has capped interest rates on consumer loans at 20%, while similar actions are being implemented across the region to address high-interest lending. Each country is tackling lending affordability with distinct measures. Sweden, for instance, emphasizes amortization requirements to reduce debt levels over time, while Denmark focuses on income-based lending caps to ensure that borrowers do not take on more debt than they can afford. These country-specific approaches highlight the region’s nuanced strategies for maintaining financial stability and protecting consumers in a challenging economic environment.

Looking ahead, stricter regulations could reshape the financial services landscape in the Nordics, potentially slowing growth for lenders while encouraging more sustainable lending practices. Lessons from past regulatory cycles in other regions, such as tighter controls in the U.S. and Europe following financial crises, suggest that while short-term growth may be impacted, long-term stability and consumer trust could improve, setting the stage for a more resilient financial sector.

Exploring the Role of Technology in Affordability

But, thankfully, the rapid advancement of technology is reshaping the financial services landscape in the Nordic region, where digital lending platforms, open banking, and fintech innovations are driving significant changes in how consumers access credit. While these technologies offer unparalleled convenience and inclusivity, they also introduce complexities related to lending affordability. Are these innovations making it easier for consumers to secure loans, or are they exacerbating the issue of rising debt?

Digital Lending and Fintech: Balancing Access and Risk

Digital lending platforms and fintech solutions have made borrowing more accessible than ever. In the Nordics, where internet penetration is among the highest in the world, consumers can now apply for and receive loans entirely online, often within minutes. These platforms leverage open banking frameworks to access a wider range of financial data, allowing lenders to make more informed decisions about creditworthiness. This streamlined approach has expanded access to credit, particularly for underserved populations who may have struggled to secure loans through traditional banks.

However, this ease of access presents a double-edged sword. While consumers certainly benefit from the convenience, there’s also a risk of over-borrowing, as the simplicity of digital lending can sometimes lead to impulsive financial decisions. The seamless user experience offered by many fintech platforms can obscure the long-term financial implications of taking on more debt. For lenders, this raises the question of how to balance innovation with responsibility. Regulatory bodies in the Nordics need to closely monitor these developments to ensure that technological advancements don’t compromise financial stability.

AI in Affordability Assessments: A Smarter Way to Lend

Artificial intelligence (AI) is playing an increasingly pivotal role in refining affordability assessments. By analyzing vast amounts of data—from spending patterns to employment history—AI-driven tools offer a more holistic view of a borrower’s financial health than more traditional credit scoring methods. These tools can detect nuances that human analysts or outdated systems might miss, ensuring that lending decisions are based on a comprehensive and real-time understanding of a borrower’s ability to repay.

For lenders, AI offers the dual benefits of improving accuracy and reducing risk. By predicting a consumer’s likelihood of default with greater precision, AI-driven affordability assessments allow lenders to adjust their loan offerings accordingly. This means that consumers are less likely to be approved for loans they can’t afford, mitigating the risk of rising debt levels. Additionally, AI-powered automation helps lenders streamline their operations, reducing the time and cost associated with manual assessments.

In the Nordic region, where regulators are tightening lending criteria, AI is becoming an essential tool for compliance. Lenders can integrate AI into their decision-making processes to ensure they meet strict affordability guidelines while continuing to provide accessible credit to consumers. The use of AI also helps reduce bias in lending decisions, as algorithms are trained to assess objective financial indicators rather than relying on potentially flawed human judgment.

Danske Bank is one successful example. They’ve integrated digitalization and advanced data analytics into their lending process, which has helped the institution manage affordability risks more effectively. The bank’s “Sunday” mobile app uses AI to provide personalized financial advice, helping customers make informed borrowing decisions. Additionally, Danske Bank has implemented income-based lending caps, ensuring that borrowers do not take on more debt than they can afford while leveraging digital tools to continuously monitor customers’ financial health and proactively engage them when needed.

Looking Ahead: Strengthening Risk Management Systems

Lending affordability remains a critical issue in the Nordics, as regulators seek to balance financial stability, consumer protection, and economic growth. With rising debt levels and increasing pressure on households, regulatory frameworks will continue to evolve to ensure sustainable lending practices. As these changes unfold, lenders must prepare strategically by prioritising investments in technology that enhance data-driven decision-making and improve compliance with stricter regulations. Strengthening risk management systems will be essential for adapting to evolving market conditions, while a focus on consumer engagement through personalised, transparent lending experiences can help build trust and retention. By staying ahead of regulatory shifts and leveraging innovation, Nordic lenders can navigate this complex landscape and ensure long-term stability and growth.

By leveraging fintech innovations and AI, lenders in the Nordics have the opportunity to enhance affordability assessments and promote more responsible lending. However, they must also remain vigilant about the potential downsides of making borrowing too accessible. Balancing technological progress with responsible lending practices will be crucial in ensuring that consumers are protected and that lending remains sustainable in the face of rising debt.

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Provenir for Customer Management

Provenir for Customer Management

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Provenir Takes Home Top Honors in the Global BankTech Awards, Named ‘Best Credit Risk Solution’ for Two Years Running

Provenir Takes Home Top Honors in the Global BankTech Awards, Named
‘Best Credit Risk Solution’
for Two Years Running

The prestigious global awards program recognizes the world’s preeminent and ground-breaking technology vendors pioneering transformation in the financial services industry

Parsippany, NJ – September 23, 2024 – Provenir, a global leader in AI-powered risk decisioning software, today announced that it has been named winner of the “Best Credit Risk Solution by a Vendor” category in the annual Global BankTech Awards 2024. The is second year in a row that Provenir has been recognized for its leadership position in the awards program’s Best Credit Risk Solution category.

The Global BankTech Awards are organized by The Digital Banker, a globally trusted news, business intelligence and research partner to the worldwide financial services sector. These awards celebrate the world’s most cutting-edge vendor and solution providers that are pioneering unrivalled technology competencies and capabilities and transforming the financial services industry by setting new milestones in digital transformation to ensure that financial institutions remain adaptable, agile and nimble in responding to evolving market conditions.

Provenir’s AI-Powered Decisioning platform incorporates four intelligent decisioning solutions – credit risk onboarding, customer management, collections, and fraud and identity – across the lifecycle in a single platform. With holistic end-to-end decisioning, the platform eliminates the need to integrate multiple platforms by providing cohesive, loyalty-building experiences across the customer journey that minimize risk and maximize customer lifetime value.

“Provenir is extremely honored to be recognized as the Best Credit Risk Solution for the second year running in this prestigious award program,” said Executive Vice President of Provenir International Ryan Morrison. “We’re empowering banks and financial institutions to take control of their risk strategy with intelligent decisioning via a unified platform. Our unique offering enables organizations to power decisioning innovation across the full customer lifecycle, for improvements in customer experience, best-in-class fraud prevention, access to financial services, and business agility.”

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Embedded Lending is Inevitable: How Banks Can Compete and Win in a New Environment

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Embedded Lending is Inevitable: How Banks Can Compete and Win in a New Environment

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Lending, for both consumers and small business owners, is a necessary inconvenience. No one wants a loan. They want what the loan provides for them (i.e. a car, a house, another quarter of operating capital, etc.)

Because of this basic reality, embedded lending – the ability to approve and fund customers for loans within the context of the transaction they are attempting to complete – will always be the most convenient, and thus preferable, option for consumers and small business owners.

And as software continues to take over the world, it becomes increasingly easy to embed lending within all of the websites, apps, and SaaS products that consumers and small business owners use on a daily basis. ​The challenge for banks is that they do not control those distribution endpoints. And so, the growth of embedded lending poses an enormous competitive challenge for banks, a challenge that has become even more dire with the growth of fintech and non-bank lending.

Watch on-demand now, as, Alex Johnson (Founder, Fintech Takes) and Kathy Mitchell-Stares (EVP North America, Provenir) share insights on:

  • How and why embedded lending is growing and how that growth is displacing traditional consumer and commercial loan distribution channels
  • The implications of this shift for banks and for the broader financial services industry
  • Actionable advice for how banks can adapt their business strategies and technology stacks to thrive in embedded channels and future-proof their businesses

Panelists
  • Alex Johnson

    Fintech Takes

    Founder
  • Kathy Mitchell-Stares

    Provenir

    EVP North America

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Infographic: Unlocking the Embedded Finance Advantage

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Unlocking the Embedded Finance Advantage
How to Harness Embedded Finance for Enhanced Customer Experiences
Are you continuously seeking strategies to help you retain your current customers and grow your business? One approach to consider is embedded finance, which seamlessly integrates financial services (including payments, lending, insurance, and investments) into everyday non-financial platforms used regularly by your customers and prospects.
Read on to discover how to leverage the flexibility of embedded finance in order to:
  • Make your services more accessible and convenient
  • Greatly enhance customer experiences
  • Improve retention of your existing customers
  • Open up new avenues for cross-selling/upselling services
  • Grow your business
Find out more information on embedded finance and how it’s changing customer experiences.

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Blog: The Future of Collections for Wireless Carriers/Telcos

The Future of Collections for Wireless Carriers/Telcos

Best practices and recommendations for more efficient, personalized collections strategies

  • Authors:
    Michael Fife VP Sales & Consulting, US, Provenir
    Sam Rohde Director, PreSales, North America, Provenir
    Andy Beddoes Principal Consultant, North America, Provenir

Collections activities enormously impact the financial performance of U.S.-based wireless carriers. There are 1%-5% of all U.S. subscriber accounts in delinquency at any given time. And with over 450 million post-paid wireless accounts active in the U.S. and an average past due balance between $200 and $300, that means there are over $3 billion dollars that are past due and at risk. To combat these startling stats, wireless carriers need to take advantage of new innovations in advanced analytics and holistic, cloud-native risk decisioning solutions to execute best-practice treatments before consumers go past due. Telcos that deploy advanced analytics to get ahead of payment risks see up to a 10% improvement in recovery rates when compared to those who use legacy processes and static scorecard methods.

Adopting these newer innovations and best practices can drastically reduce operating costs within your collections functions and also increase returns on collections activities. The ease with which internal and third-party data sources can be integrated and orchestrated, and the ease with which advanced analytics can be set up, tested and promoted to production, are primary drivers of these returns on investment.

So we’re looking at exactly what these best practices are for pre-collections and collections decisioning, and what has worked for large telco organizations around the globe.

Decisioning Strategies: Best Practices for Pre-Collections and Collections

Looking at best practices from telco companies around the world reveals that a collections risk decisioning strategy for wireless carriers should consist of at least seven key components. And the platform upon which these are configured and executed must allow simple, self-service access for business users to set up, test, and deploy each component without added burden on tech teams or IT.

  • Champion / Challenger: Can you implement independent and in-stream testing of objects that execute further down in a flow? An unlimited random number generator that divides decisioning down two or more flows allows for complex testing strategies to be executed, which is important for fine tuning the impact of strategies on collected balances and is a best-practice first step.
  • Calculation of Attributes: Be sure you can enable the ingestion of internal and external data to calculate attributes such as days past due, debt-to-income, skip trace required, and other variables useful in predicting behavior and best treatments.
  • Reasons for Collections: The third critical component is being able to calculate internal data that is useful for segmentation, including but not limited to billing cycle data, promise-to-pay broken, skip trace required, and other attributes.
  • Portfolio Segmentation: Can you execute portfolio segmentation in real-time, based on the data your decision engine has ingested to determine the appropriate collections stage (early, mid, late, or more divisions) and subsequent actions?
  • Configurable Collections Stages: Ensure the creation of configurable, divided collections stages where distinct actions and treatments can be executed based on the segmentation characteristics that were executed in the previous step.
  • Scoring Models: The ability to test and deploy advanced analytics that drive the treatments are crucial to successfully increasing balances collected. These include everything from behavioral scorecards and roll-rate models, to risk grades and proposed settlement amounts, that inform the best communication channels, timing, tone, offers and other actions.
  • Treatments: Each of these previous steps lead to you being able to automatically push actions through existing communication channels (SMS, email, push notification, phone, etc.), informing the tone, the settlement offer, and other iterative actions that drive collected balances. Because not all channels elicit the best response – for example, 73% of Gen Z consumers say SMS is best for reminding when payments are past due. This is where the use of advanced analytics can help, informing the right options for individual customers.
A Configured Best-Practice Collections Decisioning Workflow

Modern, cloud-native risk decisioning solutions allow business users to administer the creation and testing of individual decisioning objects or nodes. These nodes interact with each other either concurrently or sequentially and range in complexity from simple business rules to advanced analytics, which users can then create and manage through a low-code interface to improve returns on collections activities. Additionally, decisioning software that is user friendly reduce the technical burden and operating costs of the collections function. What does this mean? In short: business users must be able to manage the end-to-end flow in both test and production environments without having to involve IT.

Here’s an example of a best-practice collections decisioning workflow, which comes from dozens of large-scale implementations thanks to the subject matter expertise of risk and collections professionals. They created this end-to-end sequence for wireless carriers to use, and it can be modified as necessary to adapt to different requirements in order to efficiently execute next-best treatments.

The workflow pictured above uses a combination of on-us behavior data, off-us behavior data from 3rd parties such as credit bureau and speciality telco data, previous contact history data, and socio-demographic data. All of these combine to build a holistic, comprehensive view of a delinquent customer, as outlined in the seven components we described.

  • On-us behavioral data includes the customer’s payment history, delinquency history, and returned checks, among other attributes.
  • Off-us behavioral data involves third-party data sources that provide insights into a customer’s financial obligations and commitments, as well as updates on their behavior based on almost real-time updates.
  • Previous contact history data is critical in learning from previous collection contact attempts and modifying the treatment approach accordingly.
  • Socio-demographic data can be used to build customer profiles to assist in selecting the appropriate channel of communication.

Leveraging these various data sources and applying advanced analytics such as random forest or XGBoost machine learning techniques to predict behavior, propose settlement amounts, and to gauge time and channel preferences allows collection teams to build a more targeted, personalized approach to collections, based on customer preferences and circumstances.

Making a significant departure from more traditional, legacy processes (which often rely on core static classifications such as days past due or single risk scores), this new approach highlights a more modern, individualized way of ensuring efficient, effective collections strategies. By evolving beyond logistic regression and decision trees to next-generation collections models that lean on machine learning (which learns from previous nodes within its model construct), the final customer treatment is much more personalized, focused on outcomes and response propensity.

Looking for an assessment of your own risk decisioning strategies for collections?

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