Regulatory & Policy Compliance

Model Risk Governance – It’s not just for the big banks!

When the OCC put forth the supervisory guidance on model risk governance the big focus in the industry was around the larger financial institutions that had created their own risk models.  The overall intent to make sure that the larger financial institutions were properly managing the risk more

The cost of financial regulation…and now what?

The Wall Street Journal just recently posted an article that mentioned the cost of the financial regulations for some of the largest banks.  Within the article it is staggering to see the cost of the financial crisis and also to see how so much of this could have been minimized by sound more

Increasing pressure on anti-money laundering compliance

Julie Conroy - Research Director, Aite Group Finding patterns indicative of money laundering and other financial crimes is akin to searching for a needle in a haystack. With the increasing pressure on banks’ anti-money laundering (AML) and fraud teams, many with this responsibility increasingly more

Updated CFPB mortgage rules expected to come into force January 2014

- Zach Smith, Experian On September 13, the Consumer Financial Protection Bureau (CFPB) announced final amendments to the mortgage rules that it issued earlier this year. The CFPB first issued the final mortgage rules in January 2013 and then released subsequent amendments in June. The more

The many challenges with tax refund fraud detection

Billions of dollars are being issued in fraudulent refunds at the state and federal level.  Most of the fraud can be categorized around identity theft.  An example of this type of fraud may include fraudsters acquiring the Personal Identifying Information (PII) from a deceased individual, buying more

Navigating the plethora of skip tracing data sources

All skip tracing data is the same, right? Not exactly. While there are many sources of consumer contact data available to debt collectors, the quality, freshness, depth and breadth can vary significantly. Just as importantly, what you ultimately do or don't do with the data depends on more

The power of credit attributes in the decision process

In my last post, I covered the importance of using quality credit attributes to gain greater accuracy in risk models.  Credit attributes are also powerful in strengthening the decision process by providing granular views on consumers based on unique behavior characteristics.  Effective uses more

Credit attributes: Analytical decisioning building blocks

As building blocks to any predictive model development, it goes without saying that the better the predictive variables, also known as attributes, the more accurate the predictions. For many predictive analytic modeling shops, attributes are a key differentiator to model performance versus more

Validating your models when you use overlays

Gone are the days when validating scoring models was a thing you did when you got around to it. Besides that fact that the OCC wants models validated at least once a year, it’s just good business sense to make sure your tools are working as expected. At a minimum, the OCC wants back testing, more

Can credit education help collectors increase payments?

Let’s face it, debt collectors often get a bad rap.  Sure, some of it is deserved, but the majority of the nation’s estimated 157,000 collectors strive to do their job in a way that will satisfy both their employer and the debtor.  One way to improve collector/debtor interaction is for the more