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With scarce resources and limited experience available in the data science field, a majority of organizations are partnering with outside firms to fill gaps within their teams. A report compiled by Hexa Research found that the data analytics outsourcing market is set to expand at a compound annual growth rate of 30 percent between 2016 and 2024, reaching annual revenues of more than $6 billion. With data science becoming a necessity for success, outsourcing these specific skills will be the way of the future. When working with outside firms, you may be given the option between offshore and onshore resources. But how do you decide? Let’s discuss a few things you can consider. Offshore A well-known benefit of using offshore resources is lower cost. Offshore resources provide a larger pool of talent, which includes those who have specific analytical skills that are becoming rare in North America. By partnering with outside firms, you also expose your organization to global best practices by learning from external resources who have worked in different industries and locations. If a partner is investing research and development dollars into specific data science technology or new analytics innovations, you can use this knowledge and apply it to your business. With every benefit, however, there are challenges. Time zone differences and language barriers are things to consider if you’re working on a project that requires a large amount of collaboration with your existing team. Security issues need to be addressed differently when using offshore resources. Lastly, reputational risk also can be a concern for your organization. In certain cases, there may be a negative perception — both internally and externally — of moving jobs offshore, so it’s important to consider this before deciding. Onshore While offshore resources can save your organization money, there are many benefits to hiring onshore analytical resources. Many large projects require cross-functional collaboration. If collaboration is key to the projects you’re managing, onshore resources can more easily blend with your existing resources because of time zone similarities, reduced communication barriers and stronger cultural fit into your organization. In the financial services industry, there also are regulatory guidelines to consider. Offshore resources often may have the skills you’re looking for but don’t have a complete understanding of our regulatory landscape, which can lead to larger problems in the future. Hiring resources with this type of knowledge will help you conduct the analysis in a compliant manner and reduce your overall risk. All of the above Many of our clients — and we ourselves — find that an all-of-the-above approach is both effective and efficient. In certain situations, some timeline reductions can be made by having both onshore and offshore resources working on a project. Teams can include up to three different groups: Local resources who are closest to the client and the problem Resources in a nearby foreign country whose time zone overlaps with that of the local resources More analytical team members around the world whose tasks are accomplished somewhat more independently Carefully focusing on how the partnership works and how the external resources are managed is even more important than where they are located. Read 5 Secrets to Outsourcing Data Science Successfully to help you manage your relationship with your external partner. If your next project calls for experienced data scientists, Experian® can help. Our Analytics on DemandTM service provides senior-level analysts, either offshore  or onshore, who can help with analytical data science and modeling work for your organization.

2019 is here — with new technology, new regulations and new opportunities on the docket. What does that mean for the financial services space? Here are the five trends you should keep your eye on and how these affect your credit universe.   1. Credit access is at an all-time high With 121 million Americans categorized as credit-challenged (subprime scores and a thin or nonexistent credit file) and 45 million considered credit-invisible (no credit history), the credit access many consumers take for granted has appeared elusive to others. Until now. The recent launch of Experian BoostTM empowers consumers to improve their credit instantly using payment history from their utility and phone bills, giving them more control over their credit scores and making them more visible to lenders and financial institutions. This means more opportunities for more people. Coupled with alternative credit data, which includes alternative financial services data, rental payments, and full-file public records, lenders and financial institutions can see a whole new universe. In 2019, inclusion is key when it comes to universe expansion goals. Both alternative credit and consumer-permissioned data will continue to be an important part of the conversation.   2. Machine learning for the masses The financial services industry has long been notorious for being founded on arguably antiquated systems and steeped in compliance and regulations. But the industry’s recent speed of disruption, including drastic changes fueled by technology and innovation, may suggest a changing of the guard. Digital transformation is an industry hot topic, but defining what that is — and navigating legacy systems — can be challenging. Successfully integrating innovation is the convergence at the center of the Venn diagram of strategy, technology and operations. The key, according to Deloitte, is getting “a better handle on data to extract the greatest value from technology investments.” How do you get the most value? Risk managers need big data, machine learning and artificial intelligence strategies to deliver market insights and risk evaluation. Between the difficulty of leveraging data sets and significant investment in time and money, it’s impossible for many to justify. To combat this challenge, the availability and access to an analytical sandbox (which contains depersonalized consumer data and comparative industry intel) is crucial to better serve clients and act on opportunities in lenders’ credit universe and beyond. “Making information analysis easily accessible also creates distinct competitive advantages,” said Vijay Mehta, Chief Innovation Officer for Experian’s Consumer Information Services, in a recent article for BAI Banking Strategies. “Identifying shifts in markets, changes in regulations or unexpected demand allows for quick course corrections. Tightening the analytic life cycle permits organizations to reach new markets and quickly respond to competitor moves.” This year is about meaningful metrics for action, not just data visualization.   3. How to fit into the digital-first ecosystem With so many things available on demand, the need for instant gratification continues to skyrocket. It’s no secret that the financial services industry needs to compete for attention across consumers’ multiple screens and hours of screen time. What’s in the queue for 2019? Personalization, digitalization and monetization. Consumers’ top banking priorities include customized solutions, omnichannel experience improvement and enhancing the mobile channel (as in, can we “Amazonize” everything?). Financial services leaders’ priorities include some of the same things, such as enhancing the mobile channel and delivering options to customize consumer solutions (BAI Banking Strategies). From geolocation targeting to microinteractions in the user experience journey to leveraging new strategies and consumer data to send personalized credit offers, there’s no shortage of need for consumer hyper-relevance. 33 percent of consumers who abandon business relationships do so because personalization is lacking, according to Accenture data for The Financial Brand. This expectation spans all channels, emphasizing the need for a seamless experience across all devices.   4. Keeping fraudsters out Many IT professionals regard biometric authentication as the most secure authentication method currently available. We see this technology on our personal devices, and many companies have implemented it as well. Biometric hacking is among the predicted threats for 2019, according to Experian’s Data Breach Industry Forecast, released last month. “Sensors can be manipulated and spoofed or deteriorate with too much use. … Expect hackers to take advantage of not only the flaws found in biometric authentication hardware and devices, but also the collection and storage of data,” according to the report.   5. Regulatory changes and continued trends  Under the Trump Administration, the regulatory front has been relatively quiet. But according to the Wall Street Journal, as Democrats gain control of the House of Representatives, lawmakers may be setting their sights on the financial services industry — specifically on legislation in response to the credit data breach in 2017. The Democratic Party leadership has indicated that the House Financial Services Committee will be focused on protecting consumers and investors, preserving sector stability, and encouraging responsible innovation in financial technology, according to Deloitte. In other news, the focus on improving accuracy in data reporting, transparency for consumers in credit scoring and other automated decisions can be expected to continue. Consumer compliance, and specifically the fair and responsible treatment of consumers, will remain a top priority.   For all your needs in 2019 and beyond, Experian has you covered. Learn more

Today, we’re excited to announce that AutoCheck® has received a facelift! AutoCheck has always been the industrial strength Vehicle History Report that automotive professionals trust to help manage risk and confidently buy and sell the right vehicles. We’ve made this great tool even greater by adding more data and accident insights than ever before and improving the user experience by making it easier to read across all mobile devices. Among the data and insights updated within AutoCheck: Updated display of how buyback protection details are presented Vehicle ownership history presentation Vehicle use history details Updated accident and damage check sections Updated display of how title brand information is displayed Updated odometer check Open safety recall information, inspection, service and repair history checks Based on extensive research, we’ve added many visual changes which make it easier for dealers and cars shoppers to understand and use the full report. One noticeable change is the addition of the Experian logo and color scheme. Experian continues to invest significantly in building a widely recognized and trusted brand. Reinforcing that AutoCheck is backed by Experian’s rich data and industry expertise will resonate with consumers as they look for a trusted source to confidently move along their vehicle shopping journey. The AutoCheck Score® has a new visualization, designed after an automotive-themed gauge to illustrate if the vehicle’s AutoCheck Score is below, within or above the score range for similar vehicles. Making the score easier to use and understand will help consumers better compare their vehicle to other similar vehicles currently in the market. We’ve also made the report easier to use and access for both consumers and dealers. AutoCheck is now optimized for tablet and mobile users, providing even more shopping convenience for users. As always, dealers can access the new report via AutoCheck Fast Link℠ for their online vehicle listings and through multiple integrations within their DMS or inventory management solution. The report will still be available directly from AutoCheck.com for consumers and AutoCheck.com/members for dealers. In addition, the report is available through most dealer platforms and all premier consumer automotive portals.   Check out the full report redesign changes, updates and some additional highlights below. Updated AutoCheck® Buyback Protection Information As always, AutoCheck will buy back your vehicle if your AutoCheck report fails to list certain title brands available to Experian at the time the report was issued. Items impacting Buyback protection are now grouped together, so users can clearly see what data impacts Buyback qualification.  Items that do not impact Buyback are captured in other areas of the report. Buyback Protection badging for eligible clients displays on the first page as well as in the specific State Title Brand section if the vehicle is, or is not, Buyback protected. NEW: Owner History AutoCheck now displays information for the current, last and previous vehicle ownership. The report will now highlight the year and state the vehicle was purchased from as well as the ownership date ranges and length of ownership. NEW: Vehicle Usage AutoCheck now clearly highlights the historical usage activity level for the vehicle, whether it was used as Personal, Fleet, Rental, Lease, Taxi, Livery, Police, Government, Drivers Ed and/or Commercial. NEW: Damage Check Section We have added a new Damage Check section to more clearly illustrate the historical activity for the vehicle.  The Damage Check section will highlight damage records from auctions, salvage, or independent sources such as recycling and crash tests. We will continue to offer the Accident Check section, which highlights accident dates and location from government sources and independent agencies. The Damage Check section will highlight damage records from auctions, salvage auctions or independent sources such as recycling and crash tests.   Other Title Brand and Specific Event check: Other title brands that are not included in Buyback protection qualification will be listed here. In addition, event activity such as theft and insurance loss is also included in this section. UPDATED: Odometer Check We have combined information to provide one place for all odometer related history checks.  State title odometer check reflects all odometer related brands from the state such as Exceeds Mechanical Limits (EML), Not Actual Mileage (NAM) and Broken Odometer (BRK). Auction odometer check are the odometer brands either reported to auctions or upon inspection in auction announcements. The odometer calculation check is Experian’s proprietary odometer sequence calculation to determine if there are any potential discrepancies. NEW: ‘Check’ sections: To highlight specific data for easier reference and understanding, we have added an open safety recall check, Inspection history check, and service and repair history check section. What do all these changes mean for dealers and their customers? They have an easier-to-use AutoCheck VHR with more comprehensive information than ever. For dealers, it will help with their buying decisions at auction or on trade-ins. For consumers, it provides even more peace of mind when making a used vehicle purchase decision. Ultimately, it improves the shopping process for everyone involved and can help dealers develop even stronger relationships with their customers.   Want to learn even more about AutoCheck? Visit our site for more details: https://www.experian.com/lp/automotive/autocheck-dealer-lp