Topics

Real-time credit decisions: Putting big data to work

Call it big data, smart data or evidence-based decision-making. It’s not just the latest fad, it’s the future of how business will be guided and grow.

Published: June 20, 2017 by Guest Contributor
Prediction Check-In: Cyberattacks Continue to Plague Healthcare Sector

The healthcare sector continues to be at high risk of cyberattacks and data breaches, jeopardizing healthcare organizations of every size.

Published: June 2, 2017 by Michael Bruemmer
Why Do Phishing Fears Top the List of Security Professionals’ Concerns?

Risk managers and brokers say phishing and social engineering are the biggest security threats facing their companies and clients.

Published: May 31, 2017 by Michael Bruemmer
#ExperianVision 2017: Final Recap

The final day of Vision 2017 brought a seasoned group of speakers to discuss a wide range of topics. In just a few short hours, attendees dove into a first look at Gen Z and their use of credit, ecommerce fraud, the latest in retail, the state of small business and leadership. Move over Millennials – Gen Z is coming of credit age Experian Analytics leaders Kelley Motley and Natasha Madan gave audience members an exclusive look at how the first wave of Gen Z is handling and managing credit. Granted most of this generation is still under the age of 18, so the analysis focused on those between the ages of 18 to 20. Yes, Millennials are still the dominant generation in the credit world today, standing strong at 61 million individuals. But it’s important to note Gen Z is sized at 86 million, so as they age, they’ll be the largest generation yet. A few stats to note about those Gen Z individuals managing credit today: Their average debt is $12,679, compared to younger Millennials (21 to 27) who have $65,473 in debt and older Millennials (28 to 34) who sport $121,460. Given their young age, most of Gen Z is considered thin-file (less than 5 tradelines) Average Gen Z income is $33,000, and average debt-to-income is low at 5.7%. New bankcard balances are averaging around $1,574. As they age, acquire mortgages and vehicles, their debt and tradelines will grow. In the meantime, the speakers provided audience members a few tips. Message with authenticity. Think long-term with this group. Maintain their technological expectations. Build trust and provide financial education. State of business credit and more on the economy Moody’s Cris deRitis reiterated the U.S. economy is looking good. He quoted unemployment at 4.5%, stating “full employment is here.” Since the recession, he said we’ve added 15 million jobs, noting we lost 8 million during the recession. The great news is that the U.S. continues to add about 200,000 jobs a month, and that job growth is broad-based. Small business loans are up 10% year-to-date vs. last year. While there has been a tremendous amount of buzz around small business, he adds that most job creation has come from mid0size business (50 to 499 employees). The case for layered fraud systems Experian speaker John Sarreal shared a case study that revealed by layering on fraud products and orchestrating collaboration, a business can go from a string 75% fraud detection rate to almost 90%. Additionally, he commented that Experian is working to leverage dark web data to mine for breached identity data. More connections for financial services companies to make with mobile and social Facebook speaker Olivia Basu reinforced the need for all companies to be thinking about mobile. “Mobile is not about to happen,” she said. “Mobile is now. Mobile is everything. You look at the first half of 2017 and we’re seeing 40% of all purchases are happening on mobile devices.” Her challenge to financial services companies is to make marketing personal again, and of course leverage the right channels. Experian Sr. Director of Credit Marketing Scott Gordon commented on Experian’s ability to reach consumers accurately – whether that be through direct or digital delivery channels. A great deal of focus has been around person-based marketing vs. leveraging the cookie. -- The Vision conference was capped off with a keynote speech from legendary quarterback and Super Bowl MVP Tom Brady. He chatted about the details of this past season, and specifically the comeback Super Bowl win in February 2017. He additionally talked about leadership and what that means to creating a winning team and organization. -- Multiple keynote speeches, 65 breakout sessions, and hours of networking designed to help all attendees ready themselves for growing profits and customers, step up to digital, regulatory and fraud challenges, and capture the latest data insights. Learn more about Experian’s annual Vision conference.  

Published: May 10, 2017 by Kerry Rivera
Bringing machine learning to data analytics

Risk analysts are insatiable consumers of big data who require better intelligence to develop market insights, evaluate risk and confirm business strategies. While every credit decision, risk assessment model or marketing forecast improves when it is based on better, faster and more current data, leveraging large data sets can be challenging and unproductive. That’s why Experian added a new functionality to its Analytical Sandbox, giving clients the flexibility they need to analyze big data efficiently. Experian’s Analytical Sandbox now utilizes H2O –an open source machine learning and deep learning platform that can model and predict with high accuracy billions of rows of high-dimensional data from multiple sources in various formats. Through machine learning and advanced predictive modeling, the platform enables Experian to better provide on-demand data insights that empowers analysts with high-quality intelligence to inform regional trends, provide consumer transactional insight or expose marketing opportunities. As a hosted service, Sandbox is offered as a plug-and-play, meaning no internal development is required. Clients can instantly access the data through a secure Web interface on their desktop, giving users access to powerful artificial and business intelligence tools from their own familiar applications. No special training is required. “AI monetizes data,” said SriSatish Ambati, CEO of H2O.ai. “Our partnership with Experian democratizes and delivers AI to the wider community of financial and risk analysts. Experian's analytics sandbox can now model and predict with high accuracy billions of rows of high-dimensional data in mere seconds.” Through H2O and the Experian Sandbox, machine learning and predictive analytics are giving risk managers from financial institutions of all sizes the ability to incorporate machine learning models into their own big data processing systems.

Published: May 9, 2017 by Gregory Wright
#ExperianVision 2017: Day 1 Recap

So many insights and learnings to report after the first full day of 2017 Vision sessions. From the musings shared by tech engineer and pioneer Steve Wozniak, to a panel of technology thought leaders, to countless breakout sessions on a wide array of business topics … here’s a look at our top 10 from the day. A mortgage process for the digital age. At last. In his opening remarks, Experian President of Credit Services Alex Lintner asked the audience to imagine a world when applying for a mortgage simply required a few clicks or swipes. Instead of being sent home to collect a hundred pieces of paper to verify employment, income and assets, a consumer could click on a link and provide a few credentials to verify everything digitally. Finally, lenders can make this a reality, and soon it will be the only way consumers expect to go through the mortgage process. The global and U.S. economies are stable. In fact, they are strong. As Experian Vice President of Analytics Michele Raneri notes, “the fundamentals and technicals look really solid across the countries.” While many were worried a year ago that Brexit would turn the economy upside down, it appears everything is good. Consumer confidence is high. The Dow Jones Index is high. The U.S. unemployment rate is at 4.7%. Home prices are up year-over-year. While there has been a great deal of change in the world – politically and beyond – the economy is holding strong. The rise of the micropreneur. This term is not officially in the dictionary … but it will be. What is it? A micropreneur is a business with 0 to 4 employees bringing in no more than $200k in annual revenue. But the real story is that numbers show microbusiness are improving on many fronts when it comes to contribution to the economy and overall performance compared to other small businesses. Keep an eye on these budding business people. Fraud is running fierce. Synthetic identity losses are estimated in the hundreds of millions annually, with 50% year-over year growth. Criminals are now trying to use credit cleaners to get tradelines removed from used Synthetic IDs. Oh, and it is essential for businesses to ready themselves for “Dark Web” threats. Experts advise to harden your defenses (and play offense) to keep pace with the criminal underground. As soon as you think you’ve protected everything, the criminals will find a gap. The cloud is cool and so are APIs. A panel of thought leaders took to the main stage to discuss the latest trends in tech. Experian Global CIO Barry Libenson said, “The cloud has changed the way we deliver services to our customers and clients, making it seamless and elastic.” Combine that with API, and the goal is to ultimately make all Experian data available to its customers. Experian President of Decision Analytics Steve Platt added, “We are enabling you to tap into what you need, when you need it.” No need to “rip and replace” all your tech. Expect more regulation – and less. A panel of regulatory experts addressed the fast-changing regulatory environment. With the new Trump administration settling in, and calls for change to Dodd-Frank and the Consumer Financial Protection Bureau (CFPB), it’s too soon to tell what will unfold in 2017. CFPB Director Richard Cordray may be making a run for governor of Ohio, so he could be transitioning out sooner than the scheduled close of his July 2018 term. The auto market continues to cruise. Experian’s auto expert, Malinda Zabritski, revealed the latest and greatest stats pertaining to the auto market. A few numbers to blow your mind … U.S. passenger cars and light trucks surpassed 17 million units for the second consecutive year Most new vehicle buyers in the U.S. are 45 years of age or older Crossover and sport utility vehicles remain popular, accounting for 40% of the market in 2016 – this is also driving up finance payments since these vehicles are more expensive. There are signs the auto market is beginning to soften, but interest rates are still low, and leasing is hot. Defining alternative data. As more in the industry discuss the need for alternative data to decision, it often gets labeled as something radical. But in reality, alternative data should be simple. Experian Sr. Director of Government Affairs Liz Oesterle defined it as “getting more financial data in the system that is predicted, validated and can be disputed.” #DeathtoPasswords – could it be a reality? It’s no secret we live in a digital world where we are increasingly relying on apps and websites to manage our lives, but let’s throw out some numbers to quantify the shift. In 2013, the average U.S. consumer had 26 online accounts. By 2015, that number increased to 118 online accounts. By 2020, the average person will have 207 online accounts. When you think about this number, and the passwords associated with these accounts, it is clear a change needs to be made to managing our lives online. Experian Vice President David Britton addressed his session, introducing the concept of creating an “ultimate consumer identity profile,” where multi-source data will be brought together to identify someone. It’s coming, and all of us managing dozens of passwords can’t wait. “The Woz.” I guess you needed to be there, but let’s just say he was honest, opinionated and notes that while he loves tech, he loves it even more when it enables us to live in the “human world.” Too much wonderful content to share, but more to come tomorrow …

Published: May 8, 2017 by Kerry Rivera
3 ways lenders can grow money smarts with customers

Financial Literacy Month was introduced in 2004, but have we made significant strides? How can lenders help with financial education?

Published: April 12, 2017 by Kerry Rivera
How are Americans faring with financial literacy in 2017?

Check out these four trends that speak to how Americans are doing when it comes to money management and overall financial literacy.

Published: April 3, 2017 by Guest Contributor
Benefits of digital verification on the lending journey

Experian recently acquired a minority stake in Finicity, a leading financial data aggregator enabling innovation in the FinTech industry through its modern RESTful API and Finicity Aggregation Platform. Steve Smith—chairman, CEO and co-founder of Finicity—has a passion and experience in developing innovative and disruptive technology, products and services that leads to efficiency for markets and, ultimately, improvements for consumers. Here he shares his thoughts about disruptive technology in the lending space and its benefits to lenders and consumers. Q: Finicity has said its objective is to take a loan application approval from weeks to minutes using its technology. That sounds pretty great, but how is that possible? How does this play out behind the scenes? A: Well, we’re living in a world where we, as consumers, expect very user-friendly experiences and we expect things to happen at digital speeds. The loan process is no exception. To deliver the experience consumers are expecting requires us to leverage the technology trends of digitization, mobility and big data. Finicity plays a foundational role by leveraging thousands of digital connections across financial institutions to aggregate consumer-permissioned account data. Once we have this data, we’re able to deliver real-time insights into an individual's financial health. This financial health assessment includes income and assets, two critical components to the loan approval process. All that’s required is the borrower to permission use of the data. Once that’s done, we’re able to gather all appropriate data across multiple accounts, rapidly analyze it and send a verification report to the lender. No papers. No multiple requests. No questions on the validity of the data. All done in minutes, not weeks. Q: This is very disruptive technology. What are the benefits for lenders? Consumers? A: Well, as we discussed, one of the major benefits is the speed to a loan. Furthermore, this reduces cost for the lender by maximizing loan officer’s time, while also freeing up loan capital as they can move through loans more quickly with a higher quality assessment. Another benefit for lenders is reduced fraud. Our information on income and assets is coming from real-time bank validated information. This eliminates the possibility of altered data. For consumers, it’s a dramatically simplified process. No need to chase down multiple documents. There are virtually no second requests for information, which we often see in the process. And they’re always in control of their information. All in all, it’s a dramatically better experience for both the lender and the borrower. Q: What sets this solution apart from others in the market? A: A few things set Finicity apart in delivering the quality of insights required. First, we are an industry leader in the number of financial institutions we connect with, ensuring broader access for more customers. Second, 95 percent of our integrations provide access to formatted data, something that’s critical to credit decisioning solutions. In these cases, we’re not screen scraping. This enhances our ability to collect bank validated transactions; we provide the financial institution transaction ID. This provides assurance of data quality. Finally, is our ability to categorize and analyze the transactions. This allows us to identify income streams and assets. Through this process, we’re also able to flag unusual transactions, like large deposits, that may skew actual assets. Q: The future of financial technology is still evolving. What lies ahead? A: We’re very excited about the future of financial technology and the impact that aggregation will have. Whether it’s financial management, digital payments or credit decisioning, real-time data will improve the experiences and the outcomes. As we’re talking about lending, this is one of the spaces that could see significant disruption. Our ability to generate a richer view of an individual’s or organization’s financial health will more accurately determine their ability to repay a loan. This will be a great benefit for those that have thin file or no credit history. We see a world where suitability for a loan will be driven by their actual financial life independent of their use of credit. One of the largest markets in the US is millennials. However, for consumers under 30, two-thirds have subprime or non-prime credit scores and one-third of millennials don't have any credit history. This is just one group underserved because legacy models don’t leverage the full extent of data available. Q: Is there anything else you can tell us about Finicity and its role changing customer experiences across financial service? A: For us, it all comes down to one thing: enabling individuals and organizations to have the information and insights they need to make smarter financial decisions. The data is there. We’re helping to unlock the potential of that data by working with innovative partners like Experian. To learn more about Experian and Finicity's account aggregation solutions, visit www.experian.com/finicity

Published: March 20, 2017 by Guest Contributor
Q&A with industry expert on digital credit marketing

As lenders seek to enhance their credit marketing strategies this year, they are increasingly questioning how to split their budgets between digital, direct mail and beyond. What is the ideal media mix to reach consumers in 2017? And is the solution different in the financial services space? Scott Gordon, Experian's senior director of digital credit marketing, recently tackled some of the tough questions financial services marketers are posing. Here are his responses: Q: We live in a world where consumers are receiving hundreds of messages and offers on a daily basis. How can financial services companies stand out and capture the attention of the customers they wish to engage with relevant offers? A: When it comes to the optimal marketing media mix, there is no “silver bullet.”  It varies from product to product. The current post-campaign analysis is showing us that consumers react positively to coordinated multi-channel messaging. We’ve seen studies showing that marketers can see up to a 30% lift in sales by combining email with social media, for example.  This makes sense, when you look at how consumers engage through devices. We are no longer a single channel culture; we check Facebook while watching TV, listen to podcasts while checking our email, etc. Consequently, marketers have had to adapt their campaign strategies accordingly – and this starts with the organizational structure. Far too often we see silo’ed groups responsible for disparate media verticals. For example, a company may have a direct mail group and a digital marketing team, and then (in extreme cases) outsource television to one agency group and social media to another. Aligning these groups and breaking down the barriers between the groups is a critical first step toward building a true multi-channel campaign strategy. This includes addressing budget concerns that are inherent with a culture where the size of a budget is tied to job security and corporate status. Aligning campaigns and finding the perfect cross channel market mix is much easier once you’ve broken down internal barriers and encouraged marketing collaboration. Q: What are some of the new best practices financial companies must embrace in 2017 in order to improve their marketing efforts? A: Thanks to tremendous efforts from industry leaders,  we can now utilize regulated data with the same proficiency that they’ve been executing campaigns using non-regulated data. This presents unique challenges, as the industry races to get up-to-speed on new capabilities,  take best-in-breed practices and apply them to the world of regulated campaigns. We’re seeing tremendous demand to combine programmatic advertising with people-based advertising, with cross-channel campaigns spanning mobile, video, social, and addressable TV. Measurement and analytics must play a large part in these strategies. While the industry hasn’t achieved true cross-channel measurement to identify a consumer’s path to purchase across multiple devices,  it’s getting closer, thanks to technology advances. Q: Is direct mail dead? How should financial marketers be using direct mail in 2017? How can it best be combined with digital? A: Direct mail is certainly not dead. It has its place among a media mix that continues to grow as new advertising technologies come to market and are adopted by consumers. Will direct mail’s influence diminish in the future? Possibly. At Experian, we are focused on making sure that our advertisers can reach consumers where they spend time, when they are most receptive to receiving messages, and most importantly in a cost-effective manner. So no matter where consumers shift their focus in the future, we’ll be able to support comprehensive targeted advertising campaigns. How can digital be best combined with direct mail?  We’ve seen encouraging results in retargeting direct mail with digital credit marketing like email and display. With that said, we haven’t seen a silver bullet solution, and we’re still advising our clients to put a heavy focus toward “test and learn” in concert with comprehensive campaign measurement and analytics protocols. Q: What are the advantages to serving up a firm offer of credit to a consumer in a digital format? Are consumers ready to embrace this type of delivery in the financial services space? A: The advantages of serving up a firm offer of credit to a consumer in a digital format are similar to those benefits for “traditional” digital marketing. Lower cost, more measurement capabilities, and greater flexibility to optimize campaigns are just some of the benefits. Early indications show that consumers are very receptive to digital credit marketing offers. It provides them with offers in the channels in which they spend time, in a  consumer friendly manner which offers them numerous paths in which they can have a voice in the messages that they receive. Q: Some say digital credit marketing should largely be directed to Millennials? Do you think other generations are ready to embrace this type of digital messaging? A: We don’t view digital credit marketing as an exclusive offering just for Millennials. It is a holistic consumer offering – applicable to all generations as our parents and grandparents make the move to new channels such as addressable TV and social media. Need more info on Digital Credit Marketing? Learn More

Published: February 13, 2017 by Kerry Rivera
Introducing Family Account Management

We’re excited to announce Family Account Management: a new feature that makes it easy to extend identity protection to family and friends.

Published: February 10, 2017 by Guest Contributor
What’s the Difference Between Prescreen and Prequalification in the World of Credit?

Prescreen, prequalification and preapproval. They sound similar, but it's important for lenders to understand the differences between these credit offers.

Published: February 9, 2017 by Kerry Rivera
Hey, what’s your score?

Good job, check. Shared interests, check. Chemistry, check. He seems like a perfect 10. Both of you enjoy your first date and while getting ready for the second, you dare to imagine that turning into another and another, and possibly happily ever after. Then one decidedly unromantic question comes to mind: What is his credit score? Reviewing a potential partner’s credit score and report is important to many singles who are looking for lasting love. According to Bankrate.com, 42 percent of Millennials said that knowing someone’s credit score would affect their desire to date them, slightly more than 40 percent of Gen Xers and 41 percent of Baby Boomers. They may be on to something. Research shows that knowing someone’s credit history and sense of financial responsibility could save people time – and potential heartache. A UCLA study about money and love shows a very strong link between high credit scores and long-lasting relationships. People with drastically different credit scores may experience more financial stress down the road, placing a burden on a relationship. An Experian report reveals 60 percent of people believe it’s important for their future spouse to have a good credit score, and 25 percent of people from the UCLA study were willing to leave a partner with poor credit before marriage so they aren’t held back. While that three-digit number doesn't tell a person’s whole financial story, it can reveal financial habits that could impact your life. Banks are wary of making loans to borrowers with tarnished scores, typically 660 and below. A low score could quash dreams of buying a home, and result in steep interest rates, up to 29 percent, for credit cards, car financing and other unsecured loans. A mid-range credit score can also hurt an application for an apartment and drive up the cost of mobile phone plans and auto insurance. Eight states have passed laws limiting employers’ ability to use credit checks when assessing job candidates, yet 13 percent of employers surveyed by the Society of Human Resource Management performed credit checks on all job applicants. Talking spending styles and revealing credit scores sooner rather than later in a relationship isn’t necessarily comfortable. But it may help you decide whether you have compatible financial outlooks and practices.

Published: February 7, 2017 by Guest Contributor
Anticipating and growing personal loans in 2017

Personal loans have been booming for the past couple of years with double-digit growth year-over-year. But the party can’t last forever, right? In a recent Experian webinar, experts noted they have seen originations leveling off. In fact, numbers indicate it’s gone from leveled off to a slight year-over-year decline. They projected the first quarter of calendar year 2017 may also be down, but then we’ll see a peak again in the second quarter, which is typical with the seasonality often associated with personal loans. The landscape is changing. A recent data pull revealed a 9-point shift in the average VantageScore® credit score for originations from Q3 to Q4 of 2016. Lenders are digging deeper in order to keep their loan volumes up, and it is definitely a more competitive marketplace. The days where lenders were once able to grow their personal loan business with little effort are gone. Kelley Motley, Experian’s director of analytics, noted some of the personal loan origination volume shifts may be due to the rebound in the housing market and increased housing values, enabling super-prime and prime consumers to now also consider home equity loans and lines of credit, in lieu of personal loans. Still, the personal loan market is healthy. Lenders just need to be smart about their marketing efforts and utilize data to improve their response rates, expand their risk criteria to identify consumers trending upward in the credit ranks, and then retain them as their cash-flow and financial situations evolve. In the presentation, experts revealed a few interesting stats: 67% of those that open a personal installment loan had a revolving trade with a balance >$0 5% of consumer that close a personal loan reopen another within a few months of the original loan closure 68% of consumers that re-open a new personal loan within a short timeframe of closing another personal loan do so with the same company Together, these stats illustrate that individuals are largely leveraging personal loans to consolidate debt or perhaps fund an expense like a vacation or an unexpected event. Once the consumer comes into cash, they’ll pay off the loan, but consider revisiting a personal loan again if their financial situation warrants it. The calendar year Q2 peak has been consistent since the Great Recession. For many consumers, after racking up holiday debt and end-of-year expenses, the bills start coming in during the first quarter. With the high APRs often attached to revolving cards, there is a sense of urgency to consolidate and lock in a more reasonable rate. Others utilize the personal loan to fund weddings, vacations and home improvement projects.  Kyle Matthies, a senior product manager for Experian, reminded participants that most people don’t need your product, so it’s essential to leverage data find those that do. Utilizing propensity score and attributes, as well as tools to dig into ability-to-pay metrics and offer alignment can really fine-tune both an organization’s marketing and retention strategies. To learn more about the current state of personal loans, access our free webinar How lenders can capitalize on the growth in personal loans.

Published: January 26, 2017 by Kerry Rivera
4 tips for acquiring personal loan customers by mail

The holidays are behind us, the presents are unwrapped, resolutions have been made and may already be broken. For many, it’s the most depressing time of the year as the reality of holiday spending settles in. According to the American Consumer Credit Council the average American spends $935 on gifts each holiday season. A recent report by Mintel showed the average consumer held $16,000 in debt at the end of 2015. Now is the time to reach out to consumers who may be suffering from a financial hangover; an Experian study revealed consumers typically look to personal loans for help with credit card debt in the second quarter of each year. What’s the best way to reach these consumers? Direct mail is still one of the most successful paths. Here are four keys to securing new personal loan customers via direct mail marketing: Focus on education: Some of the most successful direct mail campaigns for personal loans in 2015 focused on educating consumers about personal loans first, and then showing options for debt consolidation. Consumers are weary of trusting new lenders, according to Mintel, with 50% viewing them as riskier than banks and credit unions. Marketplace and online lenders should take the extra step of introducing their brand and showing their product as a safe option. Highlight the use of the loan: Consumers generally have a negative attitude toward debt, with 72% feeling uncomfortable holding any type of debt. Stressing that personal loans are a responsible tool for consolidating debt is critical. Some effective campaigns listed the top three reasons to choose a personal loan, while others used customer testimonials to show how a personal loan was used and how they benefited. Provide a competitive comparison: Another way to highlight the benefits of personal loans is by comparing the fixed rates and payments of a personal loan to credit cards. Many consumers consolidate credit card debt to one card immediately after the holidays, according to the Experian study. Simply showing the long-term benefit of a personal loan versus credit card is often enough to trigger action. Personalize the offer: Lenders are delivering more personal, relevant offers that are tailored to the interests of each recipient through the use of the latest personalization technology. For example, highlight the recipient’s specific qualifying loan amount or the qualifying loan rate for which they are eligible. Unsecured loans have experienced growing popularity in the last several years, and originations are poised for a seasonal peak in the coming months. Are you ready?

Published: January 10, 2017 by Guest Contributor

Subscribe to our blog

Enter your name and email for the latest updates.

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Subscribe to our Experian Insights blog

Don't miss out on the latest industry trends and insights!
Subscribe