san-franc-techcrunch-2

How Big Data Is Changing Conventional Lending

How Big Data Is Changing Conventional Lending

It's no overstatement to say that new technologies and Big Data are upending many traditional industries. Sure, there are multi-billion-dollar darlings such Uber, AirBNB, and Lyft that are seemingly in the news every day. Make no mistake, though: Many other types of mature industries that usually fly under the radar are finding themselves under siege.

For instance, let's discuss insurance. Generally speaking, it may seem stodgy, stable, and even boring. As I write in Too Big to Ignore: The Business Case for Big Data, though, it is ripe for the very type of disruption that Big Data can quickly bring. Thanks to usage-based insurance programs such as Progressive's Pay as You Drive, many consumers are paying less for annual premiums. And the Big-Data insurance revolution isn't stopping with car-insurance premiums.

Not Your Father's Lender By way of background, traditional consumer lenders have historically relied heavily upon basic financial and demographic data (gender, zip code, age, etc.) as well as Fair Isaac Corporation (FICO) scores. While not horrible across the board, it's folly to think that these basic calculations always led to intelligent credit decisions. (Exhibit A: the recent subprime mortgage crisis.)

Read Also:
The art of designing data flow on a free-form canvas

In the words of personal-finance expert Dan Macklin, "A growing number of lenders think that a person's FICO score doesn't tell the whole story and can even be misleading under certain circumstances. It's become clear that there are more accurate ways to measure financial wherewithal--no FICO score required."

Equipped with greater access to consumer and social data than ever and more employees with analytics degrees, many data-driven startups are changing the face of consumer lending.

 



Predictive Analytics Innovation summit San Diego
22 Feb

$200 off with code DATA200

Read Also:
Predictive analytics tools to retain talent
Read Also:
Open Sourcing SparkADMM: a Massively-parallel Framework for Solving Big Data Problems
Read Also:
How to make big data work for SMEs
Read Also:
Can Data Science Predict Who Will Get Michelin Stars?
Read Also:
Open Sourcing SparkADMM: a Massively-parallel Framework for Solving Big Data Problems

Leave a Reply

Your email address will not be published. Required fields are marked *