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In today\'s fast-paced markets, businesses of all sizes strive for an edge over competition, especially when it comes to wining over consumers\' hearts and minds. Many find that competitive advantage in the way they apply artificial intelligence to improve their customer decision-making for high business performance. Data strategies for high-performance decisioning In today\'s fast-paced markets, businesses of all sizes strive for an edge over competition, especially when it comes to wining over consumers\' hearts and minds. Many find that competitive advantage in the way they apply artificial intelligence to improve their customer decision-making for high business performance.In fact, recent research we commissioned from Forrester Consulting shows that this. The ability to make meaningful decisions that match your customer\'s context at a given point in time requires a solid understanding of their needs and goals. Having access to relevant data is essential to consistently deliver experiences that matter. Timing and availability of data is equally important to improving your customer-level decision-making; to make those sought-after better, contextual decisions, you need to have the pertinent data available at the right place and time to meet that given consumer\'s moment of need. For example, in an operational environment, this may translate into accessing the right type, amount and quality of data in real time, so you are able to respond how and when your customer expects. The role of responsible usage of data in building, fuelling, and maintaining your AI-driven business The energy needs of athletes exceed those of the average person. Similarly, in the AI world, data (nutrient) needs for high-performance require consistent markers over a long period of time. Data scientists looking after credit and fraud risk would use the same variables or \'nutrients\' that have been traditionally used for conventional scorecard developments to fuel machine learning methods to build predictive models. These are \'proteins\' such as application data, any behavioural data your business has on existing customers, credit bureau data, segmentation data, available public information or transaction data. Some trended economic data can be used as input for developing credit risk methods and governance to fit leading financial reporting standards and frameworks (think of IFRS 9 or Basel, for example). Similarly, to assess affordability, you will need to feed your algorithms with disposable income over your customers\' lifetime plus data about how they use it. Financial data about customers\' savings, and investments allows for more accurate risk management while property related info derived from rental data is useful for extending personalised credit offers. Meanwhile, more and more businesses are using speech and text data obtained through voice recognition to improve the collection process. In fact, recent research we commissioned from Forrester Consulting shows that this \'race for the customer\' comes down to who knows them best. The ability to make meaningful decisions that match your customer\'s context at a given point in time requires a solid understanding of their needs and goals. Having access to relevant data is essential to consistently deliver experiences that matter. Timing and availability of data is equally important to improving your customer-level decision-making; to make those sought-after better, contextual decisions, you need to have the pertinent data available at the right place and time to meet that given consumer\'s moment of need. For example, in an operational environment, this may translate into accessing the right type, amount and quality of data in real time, so you are able to respond how and when your customer expects. The role of responsible usage of data in building, fuelling, and maintaining your AI-driven business The energy needs of athletes exceed those of the average person. Similarly, in the AI world, data (nutrient) needs for high-performance require consistent markers over a long period of time. Data scientists looking after credit and fraud risk would use the same variables or \'nutrients\' that have been traditionally used for conventional scorecard developments to fuel machine learning methods to build predictive models. These are \'proteins\' such as application data, any behavioural data your business has on existing customers, credit bureau data, segmentation data, available public information or transaction data. Some trended economic data can be used as input for developing credit risk methods and governance to fit leading financial reporting standards and frameworks (think of IFRS 9 or Basel, for example). Similarly, to assess affordability, you will need to feed your algorithms with disposable income over your customers\' lifetime plus data about how they use it. Financial data about customers\' savings, and investments allows for more accurate risk management while property related info derived from rental data is useful for extending personalised credit offers. Meanwhile, more and more businesses are using speech and text data obtained through voice recognition to improve the collection process.
To stay ahead of the competition and on the path of sustained growth, you need clear line of sight to both risks and opportunities through the customer lifecycle. Gaining better insights on customers is critical to achieving that, so you can make all the right decisions, big and small, about your customers and business clients. Based on the conversations we have with our clients, we have noticed that most executives are paying a lot of attention to measuring customer experience and reducing friction across digital touch-points through the lifecycle. For customer acquisition, for example, businesses like yours look at time spent on each micro-step (e.g. data field), dropout rates at each of those steps, and do A/B testing at a very granular level. The idea is to understand all points of friction including points of confusion, frustration, etc., so you can learn from those and improve the experience. But this is not an easy task. The various challenges involved are making sense of the vast quantities of data and the immaturity of that data as well as the construct of that data. Given the fast pace at which data analytics change and evolve, our recommendation is that you invest in tools that are data and/or analytics agnostic. Thinking ahead: leveraging data analytics and cloud-based decisioning platforms to design the right customer treatment There is a largely untapped opportunity to leverage data, analytics, optimisation and decision management solutions - such as cloud-based decisioning platforms - to design the right customer treatment and identify the next best action for that customer. Selecting the appropriate timing, medium, and channel for those actions lead to greater consistency and contribute to having more relevant communications with your customers. The more relevant you are, the more precise you are with the offers and the treatments leading to improved response rates, greater connectivity and interaction with the customer. This results in memorable experiences that enhance loyalty and drive profitability.
This blog is written by Lisa Fretwell, Managing Director of Data Services at Experian. It’s no secret that women are hugely under-represented in careers relating to science, technology, engineering and mathematics (STEM). In fact, research suggests that only 13% of the overall UK workforce are women in STEM and, as a consequence, we find ourselves with fewer female role models to inspire confidence and ambition in the next generation. Positive female role models are fundamental if we are to transform some of the preconceptions that girls have about a career in STEM. And part of encouraging new generations into our industry means recognising and celebrating the achievements of those women blazing a trail here and now. That’s why we are delighted to be sponsors of today’s Women in Data (UK) conference for the third successive year. This unique event helps inspire, educate and support women across the data industry. It’s a privilege to be part of the Women in Data community, to get to know more amazing women in our industry and to share their incredible stories. One of the highlights of the event is the annual ’20 Women in Data and Technology’ recognition, celebrating incredible role models who are motivating others to pursue their own career ambitions in the industry. We were particularly thrilled to learn that our very own Louise Maynard-Atem, has been included in this year’s highly prestigious list. Congratulations to Louise on a truly phenomenal and well-deserved achievement. Experian’s goal is to have a workforce that’s as rich in diversity as the people who use our services. That’s one of the many reasons we’re so excited by WiD’s mission. Together we hope to empower and encourage more women into the data industry, supporting the next generation of data scientists who can help shape the future.
Building a credit history takes time. Establishing a credit history early in life can help ensure you have access to affordable credit when you need it. The problem is that people tend to learn about credit and finances through trial and error. This is unfortunate because recovering from financial mistakes takes time, too. In fact, it could take years to rebound from one financial misstep. This trend is especially common for young adults who are just beginning to get their financial feet wet, and it’s one of the many reasons credit education and improving the financial health of consumers of all ages is core to our mission at Experian. As Director of Consumer Education and Advocacy, I get the opportunity to talk to a variety of students and young adults across the country on a regular basis. Millennials and Gen Z are often labeled slackers, but I don’t believe that for an instant. They experienced the financial crisis firsthand in their early years, and they really don’t want to repeat what their parents went through. Can you blame them, really? One thing we know for certain about young adults is they are very interested in learning as much as they can about money, finance and credit, and it’s our goal to be an educational resource to them. As the saying goes, you don’t know what you don’t know. We have a chance to give younger generations the information and tools to know more than previous generations did at their ages. Here are some of my favorite tried and true tips to help set young adults up for credit success: Start small and grow slowly. A secured account with a small credit limit can establish your credit history and help you start saving at the same time. Good credit and strong savings habits go hand-in-hand. You don\'t need a credit card with a high limit to have good credit. Use the credit you have wisely. Good credit scores are not about having a lot of credit, but rather about how you use the credit you have available. Make a small purchase each month and pay it in full. That will show you can use credit well without taking on debt. Use your cell phone to improve your credit. With Experian Boost, you can add positive telecom and utility payments to your credit history and possibly boost your credit score. In the past, failing to pay your utility or cell phone bills could hurt your credit, but paying on time didn\'t help. With Experian Boost, that\'s changed. Use technology to make managing your credit automatic. Millennials and Gen Zers are the most technologically savvy generations in our history. Use technology, such as online banking apps and credit management tools like the Experian app, to automate savings and payments, to alert you to potential fraud and to track your progress as you build your credit history. We know helping people better understand and access credit is a team effort, and we work closely with our advocacy networks to increase our impact. We recently joined the American Bankers Association to provide young adults with financial education. Leading up to Get Smart About Credit Day, we hosted a Facebook Live with Jeni Pastier, Director of Financial Education Programs for the American Bankers Association to address credit topics young adults typically don’t understand or know about at all. You can watch the full video here and find additional articles to get smarter about credit on the Ask Experian blog.
I was born and raised in Germany and had the privilege of moving to the U.S. for my undergraduate degree. When I started school, my parents made a deal with me that they would pay one-third of my tuition. I got a job at the campus library to pay another third but still was short by a third. To cover the gap, I decided to try my luck as an entrepreneur. Specifically, the dollar was very strong due to which it seemed feasible to buy a German luxury car in my native Germany, refurbish it to U.S. specs, drive it for a little while and still turn a healthy profit. In order to purchase my first car, I needed a loan. However, like most new immigrants, I was credit invisible. Meaning, the credit history I had in Germany did not come with me to the U.S. Because of this, I was forced to rely on alternative lending as traditional lenders did not have enough information to assess if I was a good credit risk. With no other options, I turned to an alternative lender and secured a high interest loan. Thankfully, I was able to maintain my payments and paid off the loan in fifteen months, that is, when I sold the car. At this time, obtaining credit from an alternative lender was not factored into a traditional credit history. This meant that even though I repaid the loan responsibly, it did not help build my U.S. credit file or my credit score when I was ready to do it all again. This experience is what fuels my passion to maintain Experian’s position as the leader in alternative credit data and improve consumer financial health. We know that a consumer’s traditional lending history for things like credit cards, personal loans, auto loans, and mortgages are a proven method to assess creditworthiness, but sometimes there isn\'t enough data to score all consumers. Many consumers who are excluded from the traditional credit ecosystem are in fact creditworthy, but due to an international move, divorce or simply a lack of experience with credit, they’re unscorable and or invisible to lenders. Whether you’re new to the country or just getting your financial feet wet, starting to build your credit history can be difficult. If we indeed can play a role in helping consumers live the American dream, I believe it’s our responsibility to do that. The good news is the lending market is in a pivotal state of change and I believe it’s for the better. At Experian, we can now use the responsible payments consumers make to alternative lenders as well as their rental payments, professional licensures, utility and cell phone payments, and, of course, their traditional credit history to help consumers gain access to the financial services they need. We recently announced Experian Lift™ - a new suite of credit score products that combines exclusive traditional credit, alternative credit and trended data assets to create a more holistic picture of consumer creditworthiness. We believe Experian Lift may improve access to credit for more than 40 million credit invisibles. It’s another step in our commitment to helping improve the financial health of consumers everywhere. As you may know, earlier this year, Experian launched Experian Boost – a free and first-of-its-kind financial tool that empowers consumers to add positive telecom and utility payment history directly into their Experian credit file for an opportunity to instantly increase their FICO Score. Through Experian Boost, we’re empowering consumers to play an active role in building their credit histories. And, with Experian Lift, we’re empowering lenders to identify consumers who may otherwise be excluded from the traditional credit ecosystem. Thin file or subprime consumers have typically been viewed as a fringe and stigmatized segment of society. I can speak from personal experience and say this is not the case. With more than 100 million consumers lacking access to fair and affordable credit, we know this is mainstream America and we need to continue to provide solutions. As the consumer’s bureau, our goal is to help consumers and maintain access to credit. We’re proud of our latest innovations and will continue to identify new means to help consumers gain access to the financial services they need.
We are delighted to have been placed on the inaugural Financial Times’ 2020 Diversity Leaders list, released today and accessible here. The organisers spoke to more than 80,000 employees across Europe to build the list, asking employees to rate their own employers as well as other firms around multiple categorise, taking into consideration areas including age, gender, ethnicity, disability, LGBTQ+ and overall diversity of ideas and backgrounds across the company. Over the last few years we’ve worked hard to focus on inclusion and diversity across our global business. We believe that embracing a truly inclusive culture, one where everyone has a real sense of belonging, is critical to building a diverse workforce and fostering innovation. Ultimately, it’s our ambition for our business to become as diverse as the people we serve around the world. We’re dedicated to encouraging diversity at every level within Experian. That means building our culture, our ways of working and our approach in a way that offers equality of opportunity. Supporting our employees from the moment they join our organisation, at every level. Letting people work flexibly, in the way that suits them and opens the door to new opportunities. One of the five key tenets of The Experian Way is “Value Each Other”. That means that each one of us is responsible for making this a great place to work. We treat each other with respect, trust and integrity. We support and invest in each other to help everyone achieve their potential and aspirations. We promote a culture of inclusivity and value diversity of all kinds, including thinking, knowledge and experience. Our goal is to embrace and celebrate the diversity of ideas and backgrounds across the company. This diversity of thinking, and the way we harness it at Experian, helps to fuel our innovation and ultimately our ongoing success as a business. Like many companies, we have more to do to be as inclusive as we would like to be. But we are proud of the work we’ve done to date, and we are delighted by the recognition given to us today.
Today, I’m pleased to share another strong set of Half Year results for our FY20 fiscal year. We have achieved 7% organic revenue growth, with total H1 growth of 8% when you include acquisitions. The performance reflects the continued success of our core business new product introductions, as well as rollout of our innovation agenda and the investments we have made in globally scalable products. At Experian we are helping our clients get better at acquiring, onboarding and managing their customers’ needs in the digital world. To do this, they are increasingly relying on data, combined with sophisticated analytics and decisioning capabilities, areas in which we excel. In addition, to helping businesses, we are continuing to expand our direct relationships with consumers. Over 70 million people across our three major markets now benefit from free Experian memberships, accessing information and tools to enable them to take control of their finances. A great example of this is Experian Boost in North America, where we enable consumers to voluntarily add payment histories for things like their mobile phone and utility bills to their credit profile. It’s been a successful year to date, but there is plenty more to come. With a continued focus on people, technology and innovation, we are revolutionising the way our industry operates - using the power of data, software and analytics to improve outcomes for everyone. To find out more, click here.
At Experian we’re committed to creating a culture of continuous innovation, from the way we work to the solutions we create. This commitment has helped us create a workplace where our teams across the world have a desire to help change the lives of millions for the better. Justin Hastings, Chief Human Resources Officer for Experian North America, recently wrote an article for the Forbes Human Resources Council which highlights the importance of creating an inclusive environment in the workplace -- and demonstrates how innovation, developing new products and services, and providing value are all crucial to a companies’ success. The article, “Deliver Innovation By Embracing Inclusion,” explores what it means to build a culture of innovation, and how to ensure employees feel comfortable bringing their different backgrounds and ideas to their role every day. This is the type of innovative culture we’re building at Experian, which celebrates these differences and works to make employees feel valued and empowered to be innovative and productive. Another concept Justin discusses in this article is “innovating to grow.” It’s important to make employees feel connected to their organization and involved in the creation of new products and services. This has a tremendous positive impact with employees providing valuable feedback, and also creating advocacy among team members. For example when developing Experian Boost, which has helped millions of people raise their credit scores, we first beta-tested and shared the innovation internally and were able to garner valuable feedback and support from employees. As a result, we’ve seen tremendous success since the launch of Experian Boost earlier this year. At Experian we truly believe that inclusion is the key to creating a culture of innovation. You can read the full article here.
For the second year in a row, Experian Costa Rica has achieved recertification from Great Places to Work in the Central America region. The honor recognizes the inclusive workplace culture that Experian Costa Rica employees and leaders have created, making it a dynamic environment for innovation and high productivity. “Getting re-certified as a Great Place to Work provides and enormous sense of pride. As an organization it validates all the efforts we make to ensure a strong healthy employee culture and as a leader it allows us to come to work knowing that we have a culture that employees enjoy working in,” said Adrian Sibaja, Director of Service Delivery for Experian Costa Rica and Chile. Experian Costa Rica is one of four Global Delivery Centers, strategically located centers of operational excellence that support Experian’s regions. The office is home to nearly 1,000 employees across different business units. This honor reinforces the workplace culture we’re fostering, which our employees are happy to brag about in confidential surveys. Costa Rica leadership is always looking for ways to make the employee culture even better. That’s why recognizing employee accomplishments and encouraging partnership between business units are among their top priorities. Congratulations to our Costa Rica colleagues!