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This paraphrased lament from Coleridge’s Rime of the Ancient Mariner may loosely reflect the predicament facing many communications companies today: afloat on vast sea of customer information, yet, lacking resources or expertise, unable to draw from it much new or actionable intelligence. Not that data mining is ever a small or insignificant task. It isn’t. Even when resources are plentiful, obstacles can loom large—especially across numerous lines of business, where risk can multiply exponentially. Siloed data, disparate customer records and other challenges also make the work difficult, as do: The dynamic nature of consumer information Inconsistent data quality and match logic throughout the enterprise The inability to reliably link active and inactive accounts failing to identify existing customer relationships at the point of application The missing link Experian has seen many communications companies overcome these issues through database linking—that is, connecting, integrating and packaging customer information from several sources into a more cohesive and accessible structure. Linking reduces risk by identifying overlap of consumers with multiple accounts across several lines of business. It also reveals duplicate records, as well as active accounts that may be current in one line of business, but delinquent or inactive in another. The benefits The broader perspective gained through database linking can drive new efficiencies and profitability in many vital areas of your business, from fraud prevention to skip tracing and collections. Should the need arise, newly linked information can also be used to locate elusive customers or former employees for legal purposes. What you can do right now Even if resources are currently limited you can still begin discovery—the process of identifying precisely what data you have, where it resides within the enterprise, how it’s being used, and by whom. This information, perhaps combined with guidance from an experienced external service, can provide a solid foundation from which to begin leveraging (and if indicated, supplementing) existing customer data. We know communications clients who have identified millions of dollars in uncollected bad debt that was linked directly to current, active customers, using a couple of “next generation” data tools. Like the old Mariner, your in-house data has a big story to tell. Question is, are you equipped to hear it? If you like this topic, click here to read the post entitled “Leveraging Internal Data to Create a Holistic View of Your Customers.

Application risk management processes for deposits has remained relatively unchanged for decades. Typically, it involves credit bureau data and a secondary check of “debit bureau” data. A “debit bureau” typically gathers information regarding known fraud and compiles a fraud database of perpetrators. Every applicant who passes the credit risk strategies is checked against this database. The challenge is that this process can be very expensive. Among a new class of fraud best practices is the idea of applying fraud models/fraud analytics as a filter upstream from the debit bureau’s fraud database. This practice enables deposit institutions to still identify known fraud and minimize fraud losses on those applicants that carry the highest risk. At the same time, costs are reduced by removing low risk accounts from the debit bureau check. In addition to reducing costs, these revised acquisition strategies help reduce fraud referral rates while ensuring that application fraud does not increase. As deposit institutions look for ways to significantly reduce costs without suffering additional application fraud, look for the continued emergence of fraud analytics among 2011’s fraud best practices.

Consumer information is at the center of our economy. It connects us to the right products and services, helps companies innovate and expand, and allows consumers to make smarter choices throughout their lives. While the use of consumer information is becoming more important to businesses and consumers, there is a growing concern among policy makers that the laws governing consumer privacy are not keeping up. Over the last year, the FTC and the Department of Commerce have been studying these issues and each released preliminary reports looking at the changing privacy landscape. Although much of the discussion has focused on online data, the reports take a broader look at the privacy practices of organizations both online and offline, offering a number of recommendations that challenge policy makers and companies to better protect consumer information. As regulatory agencies and Congress continue to examine business practices around consumer privacy, I thought it might be helpful to take a look at recent comments Experian filed with the FTC and highlight a few areas that will be important for policy makers to consider going forward. A flexible and adaptive regulatory system is essential to an innovative economy Consumer privacy expectations are continuing to evolve and, as a result, standards must not be rigid. Along with existing regulations, new challenges should be dealt with robust and evolving self-regulation – not new laws – to ensure consumers are protected now and in the future. Consumer privacy should be viewed from multiple perspectives The recent debate around commercial information sharing has centered on consumer privacy; however there are other viewpoints that should be considered. For example, how are businesses using information in a responsible manner to innovate and increase productivity or how does the overall economy benefit from consumer information that makes us more competitive in a global marketplace. Incorporating consumer privacy into all aspects of a business is a powerful consumer benefit The FTC report recommends a “privacy by design” framework – meaning that companies incorporate privacy into every aspect of their business operations. This framework could potentially evolve into a useful tool for companies to evaluate their privacy and data security policies. In the coming months, we’ll likely see a number of Congressional hearings as federal regulators craft a final privacy report. And in future posts, we’ll explore how the new proposals impact your business.


