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I recently attended a conference in Alwar, India, hosted by Experian and the International Finance Corporation. During one of the sessions, I met a single mother of two who had recently moved to a rural village in India. Her husband had left her and she was hoping to pick up work as a tailor once she purchased a sewing machine to support her family. As we talked, she confided in me that she was having trouble securing a loan from microfinance institutions because she didn’t have papers to prove her identity. And since she was new to the village, no one knew who she was. Without a proven identity, she couldn’t qualify for a loan and get the money she needed to support herself and feed her children. Indian banks predominantly serve urban customers whose credit reports are extensive. However, most customers from smaller districts and rural towns – like this woman – can fit their credit history on less than a page. Identification may be the only way they can verify their character to secure a loan. As I sat with this woman, I started telling her about our Prove ID tool that I had recently helped to develop. Using an individual’s biometrics, the tool would search her credit history, bank card and any information that can prove she is who she claimed to be. I explained that by using this tool, she could now prove what village she’s from, that she was a permanent resident in her new village and that she was likely to repay her loan. She was stunned and overwhelmed. In that moment, I realized that rural clients often need human connection to clearly understand what a bank or microfinance institution requires in order to obtain a loan. Many rural customers can’t read the brochures or pamphlets sitting in a bank, but by engaging them in conversation, you can effectively educate them about how to prove their identities and build their credit profiles to successfully access the finances they need. As a Product Developer for banks, I sometimes get so caught up on how to make products run that I lose sight of how the work I do impacts the community. Helping one woman discover Prove-ID to secure a loan and provide for her family inspired me. I want to continue being more involved in my community to help others who may not be literate learn how to prove their identities so they can better support their families.

The field of data science is still in its infancy.  Every day, new advancements are helping to yield more exciting results. We’re learning how data can allow cities to provide more effective services for residents, how it can help to solve vexing health riddles, and how companies can leverage data to better serve consumers. But for advancements to be achieved, collaboration between research institutions and the private sector is essential. Even more essential is ensuring that the next generation of data scientists are equipped with the latest knowledge and resources to continue to advance the field. That’s why we are excited to announce Experian’s $750,000 gift to create the Experian Assistant Professorship in Machine Learning at Chapman University, which will be used to expand machine learning opportunities at Chapman University’s Machine Learning and Assistive Technology Lab (MLAT), where Chapman researchers use big data and technology to address challenges of social significance like autism. We believe this investment is a necessary step in an ongoing commitment to ensure our Southern California community continues to fuel economic growth by ensuring that businesses like Experian have the talent to advance field of information services. The assistant professorship will be held by Erik Linstead, Ph.D., the director of the undergraduate computing programs in computer science, software engineering, and data analytics. Dr. Linstead, one of the nation’s leading authorities on big data, is also the principal investigator MLAT. Experian has learned the value of attracting data scientists with a wide degree of interests, backgrounds, and professional experiences to help assist our clients best serve consumers. Similarly, MLAT seeks to do the same. Projects that they take on range from bioinformatics and molecular biology to machine learning and artificial intelligence. Experian’s gift will help MLAT to expand their data science-focused efforts into new fields. This gift is the latest of a long series of collaborations between Chapman and Experian. Several years ago, Experian and Chapman began a partnership that involved placing graduate students training to become data scientists in internships within Experian to provide them real-world, hands on training. Since then, the partnership has blossomed to include embedding a Chapman faculty member within Experian to better ground the academic community on how data scientists work within the private sector to better shape their curriculum. We’ve also supported scholarships and programs at Chapman to ensure that the field of data science remains inclusive, diverse, and talented. Data science will inevitably continue to have a growing impact on our lives. This gift is a commitment to the future of data science and the promise of a better tomorrow that it holds. We wish a congratulations to Dr. Linstead, and look forward to a continued stream of talent emerging from Chapman to continue to advance the field and produce better outcomes for everyone. Photo of the check presentation courtesy of Christopher Simonson. Pictured (L-R): Dean of Schmid College of Science and Technology Andrew Lyon, EVP of University Advancement Sheryl Bourgeois, President of Experian Consumer Services Guy Abramo and Principal Investigator of the MLAT Lab Erik Linstead.

Spanish Translation I’m a Senior Product Manager in Experian’s Fraud and Identity Solutions department, which means I partner with data scientists to protect banks and their customers from fraud. When most people think of fraud, they envision someone trying to open a bank account in someone else’s name. However, it wasn’t until I did a series of customer visits with big banks to understand their struggles and discovered a pervasive form of fraud in the finance industry called “bust-out” fraud. In a “bust-out” fraud, an individual applies for a credit card in their own name, establishes a normal usage pattern and builds a solid repayment history. Then, when they’re ready to execute their scam, they max out all their available lines of credit from various lenders, disappear and leave the banks with the losses. Meanwhile, the money could be funneled into funding many types of organized crime, from human trafficking to drug trading and other illicit activities. What makes this type of crime all the harder to identify and catch before it occurs is that the person applying for a credit card is who they say they are. So it’s not about identity theft. To address this issue, my team and I created a solution called BustOut ScoreSM. We began by reviewing data from different banks to identify patterns where bust-outs occurred. From there, we built a score that predicts the likelihood that an individual will execute the scam — months before the scam occurs. Our clients now use this tool both when opening new accounts and as part of account management. The tool flags suspicious-looking accounts, which our team then manually reviews to evaluate if the account is truly at risk for a bust-out. If it is, we work with our clients to freeze or close out those suspicious accounts. Finding solutions to a fraud problem that hasn’t been solved is probably my favorite part of the job. I love seeing products that solve real issues affecting real people come to life — from inception to launch. Helping protect people from identity theft and fraud is what gives me purpose and meaning in my work. I am proud to use the power of data as a force for good.

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Patients use self-service tools to easily connect with providers online and manage administrative tasks 24/7. Common patient self-service tools include patient portals, online scheduling and mobile registration. Self-service solutions also include robust financial tools that help patients update insurance information, get accurate estimates, apply for charity care, set up payment plans, combine payments to multiple providers or set up a fundraising page.   Lorem Ipsum comes from sections 1.10.32 and 1.10.33 of “de Finibus Bonorum et Malorum” (The Extremes of Good and Evil) by Cicero, written in 45 BC. This book is a treatise on the theory of ethics, very popular during the Renaissance. The first line of Lorem Ipsum, “Lorem ipsum dolor sit amet..”, comes from a line in section 1.10.32. Heading 2 Related Posts

Amid some of the financial challenges that underserved communities experience, members across the financial services community remain committed to championing initiatives and programs that drive greater financial inclusion. In fact, collaboration has led to the inclusion of non-debt related payment information on consumers’ credit profiles, as well as digital services that make it easier to manage money. These efforts have helped to broaden access to fair and affordable financial resources for more individuals. While significant progress has been made, there is still more work to do. However, some of the misconceptions and myths about the financial services community are hindering further advancement. Debunking these myths will accelerate progress by building trust between the financial services community and consumers. Person withdrawing money from ATM contactless Myth #1: “Financial institutions have no interest in underserved consumers or credit invisibles.” The truth is, banks and credit unions want to say “yes” to more prospective borrowers, including individuals and families from underserved communities. Beyond being the right thing to do, it’s an opportunity to potentially build lifelong relationships with a relatively untapped market. A show of good faith to communities who have largely been ignored by the financial system could lead to customer loyalty that may extend to their family and friends. That’s why participants across the financial ecosystem have been proponents of including expanded data sources—such as on-time telecom, utility and video streaming service payments—on to consumer credit reports, as well as exploring other Fair Credit Reporting Act (FCRA)-regulated data sources, including payment data on short-term small dollar loans and expanded public records data. Making this data more accessible to lenders provides a more comprehensive view of a consumer’s ability and willingness to repay outstanding debt—an actionable solution to extending credit to consumers without lenders taking on additional risk. Myth #2: “There is a lack of trustworthy financial education resources.” The financial services community and affiliated organizations recognize that empowering people with financial knowledge and skillset are critical to consumers’ financial success. In fact, banks and credit unions are partnering with nonprofits and non-governmental organizations to better understand the unique challenges and opportunities within specific communities and provide relevant tools and resources. For example, Experian’s B.A.L.L. for Life (Be A Legacy Leader) program, launched in partnership with the National Urban League, serves as a catalyst for engaging with Black communities and low-income youth through live events and digital financial education. Subject matter experts, professional athletes, celebrities, and other influencers share their experiences and expertise, covering topics such as banking, credit, financial management and investing. In addition, to help people improve their financial management, Experian partners with the National Foundation for Credit Counseling (NFCC). The NFCC connects consumers with certified financial counselors to help them address various pain points, including debt management, homeownership, student loans or small business cash flow issues. Myth #3: “Underserved communities have few opportunities to build credit and enter the mainstream financial system.” People from underserved communities, as well as younger consumers and recent immigrants are often excluded from the mainstream financial system because they lack an extensive credit history. Historically, it’s created a vicious cycle; in order to get credit, you have to have credit. Fortunately, there has been a sea change in innovative solutions to address the specific needs of these populations. These include new credit scoring models and microfinancing which provide financial services to individuals who may have been excluded from traditional banking systems. In addition, by incorporating expanded data sources, such as telecom, utility and residential rental payments onto credit reports, lenders have more visibility into consumers who may have been excluded by traditional credit scoring methods.These programs help individuals and families from underserved communities establish and build a credit history that could enable loans, or the ability to rent an apartment or open their dream business. An example is Experian Boost®, a free feature that allows Experian members to contribute their history of making utility, cellphone, insurance, residential rent and video streaming service payments directly into their Experian credit profile. By incorporating nontraditional credit data like paying utility bills on time, online banking transactions, rental payments and verified income data, more people can establish a credit profile that can potentially qualify them for a loan. More Inclusion, Fewer Myths It’s encouraging that community organizations and banks are beginning to see the economic and social benefits of aligning on financial literacy and inclusion. As more initiatives come online, underserved populations will be able to establish a better financial foundation. Then, we can declare the myths to be history.