Customer Targeting & Segmentation

When you think of criteria for prescreen credit marketing, what comes to mind? Most people will immediately discuss the risk criteria used to ensure consumers receiving the mailing will qualify for the product offered. Others mention targeting criteria to increase response rates and ROI. But if this is all you’re looking at, chances are you’re not seeing the whole picture. When it comes to building campaigns, marketers should consider the entire customer lifecycle, not just response rates. Yes, response rates drive ROI and can usually be measured within a couple months of the campaign drop. But what happens after the accounts get booked? Traditionally, marketers view what happens after origination as the responsibility of other teams. Managing delinquencies, attrition, and loyalty are fringe issues for the marketing manager, not the main focus. But more and more, marketers must expand their role in the organization by taking a comprehensive approach to credit marketing. In fact, truly successful campaigns will target consumers that build lasting relationships with the institution by using the three pillars of comprehensive credit marketing. Pillar #1: Maximize Response Rates At any point in time, most consumers have no interest in your products. You don’t have to look far to prove this out. Many marketing campaigns are lucky to achieve greater than a 1% response rate. As a result, marketers frequently leverage propensity to open models to improve results. These scores are highly effective at identifying consumers who are most likely to be receptive to your offer, while saving those that are not for future efforts. However, many stop with this single dimension. The fact is no propensity tool can pick out 100% of responders. Layering just a couple credit attributes to a propensity score allows you to swap in new consumers. Simultaneously, credit attributes can identify consumers with high propensity scores that are actually unlikely to open a new account. The net effect is even higher response rates than can be achieved by using a propensity score alone. Pillar #2: Risk Expansion Credit criteria are usually set using a risk score with some additional attributes. For example, a lender may target consumers with a credit score greater than 700 and no derogatory or delinquent accounts reported in the past 12 months. But, most of this data is based on a “snapshot” of the credit profile and ignores trends in the consumer’s use of credit. Consider a consumer who currently has a 690 credit score and has spent the past six months paying down debt. During that time, utilization has dropped from 66% to 41%, they’ve paid off and closed two trades, and balances have reduced from $21,000 to $13,000. However, if you only target consumers with a score greater than 700, this consumer would never appear on your prescreen list. Trended data helps spot how consumers use data over time. Using swap set analysis, you can expand your approval criteria without taking on the incremental risk. Being there when a consumer needs you is the first step in building long-term relationships. Pillar #3: Customer profitability and early attrition There’s more to profitability than just originating loans. What happens to your profitability assumptions when a consumer opens a loan and closes it within a few months? According to recent research by Experian, as many as 26% of prime and super-prime consumers, and 38% of near-prime consumers had closed a personal loan trade within nine months of opening. Further, nearly 32% of consumers who closed a loan early opened a new personal loan trade within a few months. Segmentation can help identify consumers who are likely to close a personal loan early, giving account management teams a head start to try and retain them. As it turns out, many consumers use personal loans as a form of revolving debt. These consumers occasionally close existing trades and open new trades to get access to more cash. Anticipating who is likely to close a loan early allows your retention team to focus on understanding their needs. If you don’t, you’re competition will take advantage through their marketing efforts. Building the strategy Building a comprehensive strategy is an iterative process. It’s critical for organizations to understand each campaign is an opportunity to learn and refine the methodology. Consistently leveraging control and test groups and new data assets will allow the process to become more efficient over time. Importantly, marketers should work closely across the organization to understand broader objectives and pain points. Credit data can be used to predict a range of future behaviors. As such, marketing managers should play a greater role as the gatekeepers to the organization’s growth.

Looking to score more consumers, but worried about increased risk? A recent VantageScore® LLC study found that consumers rendered “unscoreable” by commonly used credit scoring models are nearly identical in their financial and credit behavior to scoreable consumers. To get a more detailed financial portrait of the “expanded” population, credit files were supplemented with demographic and economic data. The study found: Consumers who scored above 620 using the VantageScore® credit score exhibited profiles of sufficient quality to justify mortgage loans on par with those of conventionally scoreable consumers. 3 to 2.5 million – a majority of the 3.4 million consumers categorized as potentially eligible for mortgages – demonstrated sufficient income to support a mortgage in their geographic areas. The findings demonstrate that the VantageScore® credit score is a scalable solution to expanding mortgage credit without relaxing credit standards should the FHFA and GSEs accept VantageScore® credit scores. Want to know more?

2017 data breach landscape Experian Data Breach Resolution releases its fourth annual Data Breach Industry Forecast report with five key predictions What will the 2017 data breach landscape look like? While many companies have data breach preparedness on their radar, it takes constant vigilance to stay ahead of emerging threats and increasingly sophisticated cybercriminals. To learn more about what risks may lie ahead, Experian Data Breach Resolution released its fourth annual Data Breach Industry Forecast white paper. The industry predictions in the report are rooted in Experian's history helping companies navigate more than 17,000 breaches over the last decade and almost 4,000 breaches in 2016 alone. The anticipated issues include nation-state cyberattacks possibly moving from espionage to full-scale cyber conflicts and new attacks targeting the healthcare industry. "Preparing for a data breach has become much more complex over the last few years," said Michael Bruemmer, vice president at Experian Data Breach Resolution. "Organizations must keep an eye on the many new and constantly evolving threats and address these threats in their incident response plans. Our report sheds a light on a few areas that could be troublesome in 2017 and beyond." "Experian's annual Data Breach Forecast has proven to be great insight for cyber and risk management professionals, particularly in the healthcare sector as the industry adopts emerging technology at a record pace, creating an ever wider cyber-attack surface, adds Ann Patterson, senior vice president, Medical Identity Fraud Alliance (MIFA). "The consequences of a medical data breach are wide-ranging, with devastating effects across the board - from the breached entity to consumers who may experience medical ID fraud to the healthcare industry as a whole. There is no silver bullet for cybersecurity, however, making good use of trends and analysis to keep evolving our cyber protections along with forecasted threats is vital." "The 72 hour notice requirement to EU authorities under the GDPR is going to put U.S.-based organizations in a difficult situation, said Dominic Paluzzi, co-chair of the Data Privacy & Cybersecurity Practice at McDonald Hopkins. "The upcoming EU law may just have the effect of expediting breach notification globally, although 72 hour notice from discovery will be extremely difficult to comply with in many breaches. Organizations' incident response plans should certainly be updated to account for these new laws set to go in effect in 2017." Omer Tene, Vice President of Research and Education for International Association of Privacy Professionals, added "Clearly, the biggest challenge for businesses in 2017 will be preparing for the entry into force of the GDPR, a massive regulatory framework with implications for budget and staff, carrying stiff fines and penalties in an unprecedented amount. Against a backdrop of escalating cyber events, such as the recent attack on Internet backbone orchestrated through IoT devices, companies will need to train, educate and certify their staff to mitigate personal data risks." Download Whitepaper: Fourth Annual 2017 Data Breach Industry Forecast Learn more about the five industry predictions, and issues such as ransomware and international breach notice laws in our the complimentary white paper. Click here to learn more about our fraud products, find additional data breach resources, including webinars, white papers and videos.

It’s that time of year — for turkey. During Thanksgiving 2015, 736 million pounds of turkey were consumed in the United States. Hungry for more turkey data? The average weight of turkeys purchased for Thanksgiving is 16 pounds.  An estimated 46 million turkeys were eaten on Thanksgiving, 22 million on Christmas and 19 million on Easter last year. More than 212 million turkeys were consumed in the United States in 2015. From all of us at Experian, we wish you a very happy Thanksgiving! Courtesy of the National Turkey Federation  

The best way to increase email open rates? Include a subscriber’s name in the subject line. A recent Experian study found that in addition to higher open rates, personalized subject lines have a27% higher unique click rate, an 11% higher click-to-open rate and more than double the transaction rates of other promotional mailings from the same brands.  Other proven personalization tactics include: Customizing subject lines based on browsing behavior Dynamically populating product choices based on the past purchases of the subscriber Triggering emails based on Instagram or Pinterest selections, connecting social media choices to email opportunities In addition to personalization, companies should coordinate social media programs with email and mobile campaigns in order to optimize engagement across all channels. >> Consumer credit trends

Businesses believe that 23% of their customer or prospect data is inaccurate. Since 84% of companies have a loyalty or customer engagement program in place, poor data is a costly issue.  The unfortunate reality is that 74% of companies have encountered problems with these programs — and 12% of revenue is believed to be wasted as a result. Is your loyalty program suffering from poor data? There is a cure. Think of data quality as preventative medicine for a costly and entirely avoidable illness. >>Learn more  

A recent national survey by Experian revealed opportunities for businesses to build relationships with future homebuyers before they’re ready to obtain a loan. Insights include: 35% of future buyers said they don’t know what steps to take to qualify for a larger loan 75% of future buyers are not preapproved for a home loan 29% of those surveyed would purchase a more expensive home if they had better credit and could qualify for a larger loan A large portion of near-future homebuyers are millennials. Building relationships with this generation now will benefit financial institutions in the future. >> White paper: Building lasting relationships with millennials

 All customers are not created equally – at least when it comes to one’s ability to pay. Incomes differ, financial circumstances vary and economic challenges surface. Lost job. Totaled car. Unplanned medical bills. Life happens. Research conducted by a recent Bankrate study revealed  just 38 percent of Americans said they could cover an unexpected emergency room visit or a $500 car repair with available cash in a checking or savings account. It’s a scary situation for individuals, and also a source of stress for the lender expecting payment. So what are the natural moments for a lender to assess “ability to pay?” Moment No. 1: When prepping for a prescreen campaign and at origination. Many lenders leverage an income estimation model, designed to give an indication of the customer’s capacity to take on additional debt by providing an estimation of their annual income. Within the model, multiple attributes are used to calculate the income, including: Number of accounts Account balances Utilization Average number of months since trade opened Combined, all of these insights determine a customer’s current obligations, as well as an estimation of their current income, to see if they can realistically take on more credit. The right models and criteria on the front-end – whether used when a consumer applies for new credit or when a lender is executing a prescreen campaign to acquire new customers – minimizes the risk for default. It’s a no-brainer. Moment No. 2: When a customer is already on your books. As the Bankrate study mentioned, sudden life events can send some customers’ lives into a financial tailspin. On the other hand, financial circumstances can change for the better too. Aggressively paying down a HELOC, doubling down on a mortgage, or wiping out a bankcard balance could signal an opportunity to extend more credit, while the reverse could be the first signs of payment stress. Attaching triggers to accounts can give lenders indications on what to do with either scenario, helping to grow a portfolio and protect it. Moment No. 3: When an account goes south. While a lender hates to think any of its accounts will plummet into collections, sometimes, it’s inevitable. Even prime customers fall behind, and suddenly financial institutions are faced with looking at collections strategies. Where should they place their bets? You can’t treat all delinquent customer equally and work the accounts the same way. Collection resources can be wasted on customers who are difficult or impossible to recover, so it’s best to turn to predictive analytics and a collections scoring strategy to prioritize efforts. Again, who has the greatest ability to pay? Then place your manpower on those individuals where you can recover the most dollars. --- Assessing one’s ability to pay is a cornerstone to the financial services business. The quest is to find the sweet spot with a combination of application data, behavioral data and credit risk scoring analytics.  

Experian cited in Mobile Fraud Management Solutions report from Forrester as having the most capabilities and one of the highest estimated revenues in total fraud management

False declines are often unwarranted and occur due to lack of customer information Have you ever been shopping online, excited to get your hands on the latest tech gadget, only to be hit with the all-too-common disappointment of a credit card decline? Whom did you blame? The merchant? The issuer? The card associations? The answer is probably all of the above. False declines like the situation described above provoke an onslaught of consumer emotions ranging from shock and dismay to frustration and anger. Of course, consumers aren’t the only ones negatively impacted by false declines. Many times card issuers lose their coveted “top of wallet” position and/or retailers lose revenue when customers abandon the purchase altogether. False declines are unpleasant for everyone, yet consumers struggle with this problem every day — and fraud controls are only getting tighter. How does the industry mutually resolve this growing issue? The first step is to understand why it occurs. Most false declines happen when the merchant or issuer mistakenly declines a legitimate transaction due to perceived high risk. This misperception is usually the result of the merchant or issuer not having enough information to verify the authenticity of the cardholder confidently. For example, the consumer may be a first-time customer or the purchase may be a departure from the card holder’s normal pattern of transaction activity. Research shows that lack of a holistic view and no cross-industry transaction visibility result in approximately $40 billion of e-commerce declines annually. Think about this for a minute — $40 billion in preventable lost revenue due to lack of information. Merchants’ customer information is often limited to their first-hand information and experience with consumers. To solve this growing problem, Experian® developed TrustInsight™, a real-time engine to establish trusted online relationships over time among consumers, merchants and issuers. It works by anonymously leveraging transactional information that merchants and financial institutions already have about consumers to create a crowd-sourced TrustScore™. This score allows first-time online customers to get a VIP experience rather than a brand-damaging decline. Another common challenge for merchants is measuring the scope of the false declines problem. Proactively contacting consumers, directly capturing feedback and quickly verifying transaction details to recoup potential lost sales are best practices, but merchants are often in the dark as to how many good customers are being turned away. The solution — often involving substantial operational expense — is to hold higher-risk orders for manual review rather than outright declining them. With average industry review rates nearing 30 percent of all online orders (according to the latest CyberSource Annual Fraud Benchmark Report: A Balancing Act), this growing level of review is not sustainable. This is where industry collaboration via TrustInsight™ offers such compelling value. TrustInsight can reduce the review population significantly by leveraging consumers’ transactions across the network to establish trust between individuals and their devices to automate more approvals. Thankfully, the industry is taking note. There is a groundswell of focus on the issue of false declines and their impact on good customers. Traditional, operations-heavy approaches are no longer sufficient. A trust-based industry-consortium approach is essential to enhance visibility, recognize consumers and their devices holistically, and ensure that consumers are impacted only when a real threat is present.

It’s impossible to capture all of the insights and learnings of 36 breakout sessions and several keynote addresses in one post, but let’s summarize a few of the highlights from the first day of Vision 2016. 1. Who better to speak about the state of our country, specifically some of the threats we are facing than Leon Panetta, former Secretary of Defense and Director of the CIA. While we are at a critical crossroads in the United States, there is room for optimism and his hope that we can be an America in Renaissance. 2. Alex Lintner, Experian President of Consumer Information Services, conveyed how the consumer world has evolved, in large part due to technology: 67 percent of consumers made purchases across multiple channels in the last six months. More than 88M U.S. consumers use their smartphone to do some form of banking. 68 percent of Millennials believe within five years the way we access money will be totally different. 3. Peter Renton of Lend Academy spoke on the future of Online Marketplace Lending, revealing: Banks are recognizing that this industry provides them with a great opportunity and many are partnering with Online Marketplace Lenders to enter the space. Millennials are not the largest consumers in this space today, but they will be in the future. Sustained growth will be key for this industry. The largest platforms have everything they need in place to endure – even through an economic downturn.In other words, Online Marketplace Lenders are here to stay. 4. Tom King, Experian’s Chief Information Security Officer, addressed the crowds on how the world of information security is growing increasingly complex. There are 1.9 million records compromised every day, and sadly that number is expected to rise. What can businesses do?  “We need to make it easier to make the bad guys go somewhere else,” says King. 5. Look at how the housing market has changed from just a few years ago: Inventory continues to be extraordinarily lean. Why? New home building continues to run at recession levels. And, 8.5 percent of homeowners are still underwater on their mortgage, preventing them from placing it on the market. In the world of single-family home originations, 2016 projections show that there will be more purchases, less refinancing and less volume. We may see further growth in HELOC’s. With a dwindling number of mortgages benefiting from refinancing, and with rising interest rates, a HELOC may potentially be the cheapest and easiest way to tap equity. 6. As organizations balance business needs with increasing fraud threats, the important thing to remember is that the customer experience will trump everything else. Top fraud threats in 2015 included: Card Not Present (CNP) First Party Fraud/Synthetic ID Application Fraud Mobile Payment/Deposit Fraud Cross-Channel FraudSo what do the experts believe is essential to fraud prevention in the future? Big Data with smart analytics. 7. The need for Identity Relationship Management can be seen by the dichotomy of “99 percent of companies think having a clear picture of their customers is important for their business; yet only 24 percent actually think they achieve this ideal.” Connecting identities throughout the customer lifecycle is critical to bridging this gap. 8. New technologies continue to bring new challenges to fraud prevention. We’ve seen that post-EMV fraud is moving “upstream” as fraudsters: Apply for new credit cards using stolen ID’s. Provision stolen cards into mobile wallet. Gain access to accounts to make purchases.Then, fraudsters are open to use these new cards everywhere. 9. Several speakers addressed the ever-changing regulatory environment. The Telephone Consumer Protection Act (TCPA) litigation is up 30 percent since the last year. Regulators are increasingly taking notice of Online Marketplace Lenders. It’s critical to consider regulatory requirements when building risk models and implementing business policies. 10. Hispanics and Millennials are a force to be reckoned with, so pay attention: Millennials will be 81 million strong by 2036, and Hispanics are projected to be 133 million strong by 2050. Significant factors for home purchase likelihood for both groups include VantageScore® credit score, age, student debt, credit card debt, auto loans, income, marital status and housing prices. More great insights from Vision coming your way tomorrow!          

Television had its Twilight Zone, the Emmy-winning anthology series featuring tales rich in fantasy, morality and irony. Today's economy has its own Twilight Zone. It lies between the legitimate economy with its weekly paychecks, W2 forms and 401(K) plans, and the underground economy with its unreported, all-cash transactions. Call them "The Unbanked." Call them "The Credit Invisibles." Whatever label you choose, these men and women -- who number in the millions - want access to credit, but can’t be easily accessed with traditional credit models, and they lack a smooth on-ramp to grow in the credit universe. How a Worker Becomes "Credit Invisible" America's "credit invisibles" tend to be minimum- or low-wage workers. They exist in virtually every industry, although they tend to be concentrated in agriculture, food service, construction and manufacturing. Some work full-time for a single employer, while others work part-time or on a gig-by-gig basis. The FDIC estimates some 10 million Americans currently fit the definition of unbanked, while an additional 28.4 million are underbanked. Instead of traditional banks, this population tends to use the services of private check-cashing services and payday lenders for their financial services, which is not always advantageous for the consumer with these services’ sizeable expenses and transaction fees. The Payroll Card Alternative Recognizing the perils inherent in the current system, a number of companies have developed solutions to help those individuals who cannot and will not establish traditional checking and savings accounts. SOLE® Financial, a financial services company headquartered in Portland, Ore, offers the SOLE Visa® Payroll Card, allowing employees to enjoy the benefits associated with direct deposit checking accounts without the costs and restrictions traditional banks often impose. "From a payroll standpoint, paycards function just like bank accounts,” explained Taylor Ellsworth, content marketing manager for SOLE Financial. “The transfer happens on the exact same timeline as the paychecks that employers deposit to traditional bank accounts.” Additionally, any bill from a vendor that accepts electronic payments - either online or with a card number over the phone - can accept payments from the SOLE paycard. "For bills like rent, which sometimes can only be paid with a check or money order, cardholders can log in and use the bill pay option for $1 per bill to have a check issued to their landlord -- or any other recipient -- from their account,” said Ellsworth. Helping Credit Invisibles Build Personal Credit Files Another way companies are helping credit invisibles become visible is by considering non-retail payments, such as payments to utility companies, as part of a personal payment history. Traditionally payments to gas, electric, telephone, cable and other household service providers are generally not being reported unless the consumer is severely delinquent and thus on-time payment history is not included in credit scores. Experian recently investigated how including payments to energy utilities could affect men and women with "thin-file" credit portfolios. The subprime and nonprime consumers in the study received the greatest positive score impact, with 95 percent of subprime consumers and 75 percent of nonprime consumers experiencing a positive score change. A resounding 82 percent of subprime consumers in the study received a positive score impact of 11 points or more. The average VantageScore® credit score change for all participants was an increase of 28 points. Experian concluded, "positive energy-utility reporting presents an opportunity for energy companies to play a key role in helping their consumers build credit history. The ability for many of these consumers to become credit-scoreable, build a more robust credit file and potentially migrate to a better risk segment simply by paying their energy bills on time each month is powerful and represents an opportunity for positive change that should be not overlooked." Conclusion With income inequality growing, there is an increasing pressure to find ways to improve the prospects of the tens of millions of Americans who live on the farthest edges of the American economy. New technologies and ways of looking at credit can offer the unbanked and the under-banked ways to improve their economic situation and move closer to the mainstream. By bringing these millions into the light, those who issue and evaluate credit will create millions of new customers who can, in turn, add new energy to the American economy.

Experian’s 2016 Digital Marketer Report reveals the key issues impacting marketers today. 38% of marketers rank knowing customer needs, wants and attitudes as their top challenge. Other key challenges include: Increasing visibility over competitors (35%) Staying ahead of new marketing trends (33%) Integrating multiple marketing technologies and platforms (32%) Making messages relevant/contextual (27%) Companies can increase engagement by leveraging data and technology to understand customers and provide exceptional experiences through every channel, every time. >> Download The 2016 Digital Marketer Report

Best practices and innovative strategies for banking to millennials Before we begin, a disclaimer: Banking to millennials is a long-term strategy. Many marketing campaigns will not drive immediate returns on investment, but they lay the groundwork for a lifelong, mutually beneficial relationship. Now, some good news. Millennials are just beginning their financial journey — getting ready to embark on a life that includes homes, cars, families and small businesses. Connecting with this generation today can bode well for a financial institution’s success tomorrow. With a strong relationship in place, millennials will turn to that organization when they are ready to fund their life events. Below are some key strategies that will help financial institutions build and continue banking to millennials. Keeping up with technological expectations Millennials were raised in the digital age, and therefore mobile devices are the hubs of their digital lives. They expect real-time access to their accounts for peer-to-peer payments, deposits, paying bills and customer service. Not meeting their digital expectations could drive them to seek another — more technology-oriented — financial institution that embraces CNP, mobile apps and social media. Authentic and targeted marketing messaging Millennials expect targeted messaging. Generic, catchall offers of the past fall flat for them. They want banks to figure out who they are, what they need and how they can access it with the tap of a finger. Additionally, messages to millennials should have a genuine voice that advises and supports them in achieving their goals. Many millennials are interested in taking control of their financial lives but are not prepared to do so. This is a great opportunity for financial institutions to introduce themselves. Connect millennials to something bigger Earning a millennial’s trust is one of the greatest challenges for financial institutions. While money is important, millennials are motivated by becoming a part of something bigger than themselves. Institutions can connect with millennials by creating opportunities to give back or pay-it-forward. Examples include encouraging growth in underbanked markets, such as lending circles, peer-to-peer lending and small-business lending, or partnering with local universities and nonprofits. Strategic segmentation Millennials are the most diverse population group — yet strategic segmentation is still possible. One ideal segment is recent college graduates. As a group, they yield a much different profile than their counterparts without degrees. These ambitious millennials are more likely to focus on life choices that require major financial considerations, such as getting married, having children, buying their first home and earning higher salaries. These life events will require a diverse set of financial services products, and millennials will turn to the institution that has gained their trust first. Millennials are one of the most important markets as financial institutions look to invest in future, long-term growth. Financial institutions need to show millennials that they’re committed to listening and to laying the groundwork for relationships that will help them achieve their dreams. Remember, though, reaching this audience is not about an immediate return on investment but rather a long-term strategy to develop trust and brand preference. Begin the relationship now to reap the rewards later. For more insights and innovative strategies on how to best market and develop a strong relationship with millennials, download our recent white paper, Building lasting relationships with millennials.

Identity management traditionally has been made up of creating rigid verification processes that are applied to any access scenario. But the market is evolving and requiring an enhanced Identity Relationship Management strategy and framework. Simply knowing who a person is at one point in time is not enough. The need exists to identify risks associated with the entire identity profile, including devices, and the context in which consumers interact with businesses, as well as to manage those risks throughout the consumer journey. The reasoning for this evolution in identity management is threefold: size and scope, flexible credentialing and adaptable verification. First, deploying a heavy identity and credentialing process across all access scenarios is unnecessarily costly for an organization. While stringent verification is necessary to protect highly sensitive information, it may not be cost-effective to protect less-valuable data with the same means. A user shouldn’t have to go through an extensive and, in some cases, invasive form of identity verification just to access basic information. Second, high-friction verification processes can impede users from accessing services. Consumers do not want to consistently answer multiple, intrusive questions in order to access basic information. Similarly, asking for personal information that already may have been compromised elsewhere limits the effectiveness of the process and the perceived strength in the protection. Finally, an inflexible verification process for all users will detract from a successful customer relationship. It is imperative to evolve your security interactions as confidence and routines are built. Otherwise, you risk severing trust and making your organization appear detached from consumer needs and preferences. This can be used across all types of organizations — from government agencies and online retailers to financial institutions. Identity Relationship Management has three unique functions delivered across the Customer Life Cycle: Identity proofing Authentication Identity management Join me at Vision 2016 for a deeper analysis of Identity Relationship Management and how clients can benefit from these new capabilities to manage risk throughout the Customer Life Cycle. I look forward to seeing you there!