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of the printing and typesetting industry. Lorem Ipsum has been the industry’s standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book. It has survived not only five centuries, but also the leap into electronic typesetting, remaining essentially unchanged. It was popularised in the 1960s with the release of Letraset sheets containing Lorem Ipsum passages, and more recently with desktop publishing software like Aldus PageMaker including versions of Lorem Ipsum
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I don’t know about your neighborhood this past Fourth of July, but mine contained an interesting mix of different types of fireworks. From our front porch, we watched a variety of displays simultaneously: an organized professional fireworks show several miles away, our next-door neighbor setting off the “Safe and Sane” variety and the guy at the end of the street with clearly illegal ones. This made me think about how our local police approach this night. There’s no way they can investigate every report or observance of illegal fireworks as well as all of the other increased activity that occurs on a holiday. So it must come down to prioritization, resources and risk assessment. When it comes to fraud prevention, compliance and risk, businesses — much the same as the police — have a lot of ground to cover and limited resources. Consider the bureau alerts (aka high-risk conditions) on a credit report. They’re an easy, quick tool that can help mitigate risk and save money cost-effectively. When considering bureau alerts, clients commonly ask the following questions: How do I investigate all of the alerts with the limited resources I have? How should I prioritize the ones I am able to review? I usually recommend that, if possible, they incorporate a fraud risk score into their evaluation process. The job of the fraud risk score is to take a very large amount of data and put it into an easy-to-understand and actionable form. It is built to evaluate negative or risky information (at Experian, this includes bureau alerts and many other items) as well as positive or low-risk information (analysis of address, Social Security number, date of birth, and other current and historical personal information). The result is a holistic assessment rather than a binary flag, which can be tuned to resource levels, risk tolerance or other drivers. That’s always where I start. If a fraud score is not an option, then I suggest prioritizing the alerts by the most risk and the frequency of occurrence. With some light analysis, you’ll typically see that the frequency of the most risky alerts is often low, so you can be sure to review each one — or as many as possible. As the frequency of occurrence increases, you then can make decisions about which ones to review or how many of them you can handle. For example, I worked with a client recently to prioritize high-risk but low-frequency alerts. Almost all involved the Social Security number (SSN): The inquiry SSN was recorded as deceased The report contained a security statement There was a high probability that the SSN belongs to another person The best on-file SSN was recorded as deceased I would expect other organizations to have a similar prioritized risk-to-frequency ratio. However, it’s always good (and pretty easy) to make sure your data backs this up. That way, you’re making the most of your limited resources and your tools.

A recent survey of government benefit agencies shows an increased need for fraud detection technology to prevent eligibility fraud. Only 26 percent of respondents currently use fraud detection technology, and 57 percent cite false income reporting as the leading cause of fraud. Insufficient resources and difficulty integrating multiple data sources were the greatest challenges in preventing eligibility fraud.

The desire to return to portfolio growth is a clear trend in mature credit markets, such as the US and Canada. Historically, credit unions and banks have driven portfolio growth with aggressive out-bound marketing offers designed to attract new customers and members through loan acquisitions. These offers were typically aligned to a particular product with no strategy alignment between multiple divisions within the organization. Further, when existing customers submitted a new request for credit, they were treated the same as incoming new customers with no reference to the overall value of the existing relationship. Today, however, financial institutions are looking to create more value from existing customer relationships to drive sustained portfolio growth by increasing customer retention, loyalty and wallet share. Let’s consider this idea further. By identifying the needs of existing customers and matching them to individual credit risk and affordability, effective cross-sell strategies that link the needs of the individual to risk and affordability can ensure that portfolio growth can be achieved while simultaneously increasing customer satisfaction and promoting loyalty. The need to optimize customer touch-points and provide the best possible customer experience is paramount to future performance, as measured by market share and long-term customer profitability. By also responding rapidly to changing customer credit needs, you can further build trust, increase wallet share and profitably grow your loan portfolios. In the simplest sense, the more of your products a customer uses, the less likely the customer is to leave you for the competition. With these objectives in mind, financial organizations are turning towards the practice of setting holistic, customer-level credit lending parameters. These parameters often referred to as umbrella, or customer lending, limits. The challenges Although the benefits for enhancing existing relationships are clear, there are a number of challenges that bear to mind some important questions to consider: · How do you balance the competing objectives of portfolio loan growth while managing future losses? · How do you know how much your customer can afford? · How do you ensure that customers have access to the products they need when they need them · What is the appropriate communication method to position the offer? Few credit unions or banks have lending strategies that differentiate between new and existing customers. In the most cases, new credit requests are processed identically for both customer groups. The problem with this approach is that it fails to capture and use the power of existing customer data, which will inevitably lead to suboptimal decisions. Similarly, financial institutions frequently provide inconsistent lending messages to their clients. The following scenarios can potentially arise when institutions fail to look across all relationships to support their core lending and collections processes: 1. Customer is refused for additional credit on the facility of their choice, whilst simultaneously offered an increase in their credit line on another. 2. Customer is extended credit on a new facility whilst being seriously delinquent on another. 3. Customer receives marketing solicitation for three different products from the same institution, in the same week, through three different channels. Essentials for customer lending limits and successful cross-selling By evaluating existing customers on a periodic (monthly) basis, financial institutions can assess holistically the customer’s existing exposure, risk and affordability. By setting customer level lending limits in accordance with these parameters, core lending processes can be rendered more efficient, with superior results and enhanced customer satisfaction. This approach can be extended to consider a fast-track application process for existing relationships with high value, low risk customers. Traditionally, business processes have not identified loan applications from such individuals to provide preferential treatment. The core fundamentals of the approach necessary for the setting of holistic customer lending (umbrella) limits include: · The accurate evaluation of credit and default risk · The calculation of additional lending capacity and affordability · Appropriate product offerings for cross-sell · Operational deployment Follow my blog series over the next few months as we explore the essentials for customer lending limits and successful cross-selling.
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