fraud

Eric Siegel opened Predictive Analytics World with a keynote on Five Ways Predictive Analytics Cuts Enterprise Risk. Predictive analytics is a hot topic these days, with demand in terms of jobs for instance doubling since the beginning of 2009. Yet the audience was really clear that most executives do not get the true power of [...]

Syndicated from Smart Data Collective I often hear people talk about analytics, especially advanced analytics like data mining or predictive analytic modeling, as though the value comes from “aha moments”. Sudden moments of clarity, defining moments, where the analytics deliver some piece of dramatic insight that enables a company to see some fantastic new market [...]

Rob Ashe and Fred Balboni kicked off the IBM Business Analytics Analyst Summit with a presentation on IBM’s overall strategy for analytics – product and consulting in an integrated view. Of course this is IBM so everything starts with Smarter Planet – and Smarter Planet begins with how to get insight to drive better performance, [...]

Syndicated from ebizQ I saw yet another article about the claims being paid by the BP Fund this weekend – BP fund czar promises bigger, faster claims – and it struck me that every time there is a disaster we go through this. Something happens, lots of people need to make claims, some process gets [...]

I got a quick update from Roger Ahern at Experian recently. Roger runs a recently founded group focused on hosted decisioning applications. Experian also has a Decision Analytics group with teams handling software (their Strategy ManagementSM and ProbeSM products), fraud products (like Precise IDSM) and Decision Sciences (custom analytic models and related services).  Experian’s Credit [...]

Syndicated from ebizQ Lots of articles talk about the need to provide BI and analysis on mobile devices. And lots of enterprise applications want to “mobilize” themselves. But I don’t see it. I don’t think employees want to do BI on a smartphone or even data mining on an iPad. Nor do they just want [...]

This is a piece I wrote for Chris Pratt’s quarterly financial institutions newsletter The use of technology to automate and manage decisions, especially high volume decisions essential to day-to-day operational execution, is expanding rapidly. Beginning with the consumer credit business, use of decision engines and decision management has spread to all aspects of financial services [...]

Insurance claims fraud is a huge deal, with most estimates seeing perhaps 10% of claims made being fraudulent – worth at least $30Bn/year. As a result the value of small improvement is huge. Of course, from my perspective, fraud is one of the classic uses of decision management and predictive analytics. Obviously the current economic [...]

I got an update from GDS Link recently, a risk management solutions company focused on data access, decisioning and model implementation. Launched in 2006 by folks former Experian – Scorex management, the company’s core product is Dataview360 (launched in 2007). They have 23 customers worldwide. As I have noted before, a common problem in financial [...]

I was traveling in South Africa last week (keynoting BI 2010) and my favorite online payment system demonstrated not once but twice, why business rules are so valuable in analytic decision making. First their analytics triggered a fraud alert – presumably based on patterns of problems from South African IP addresses. As I was trying [...]

Syndicated from Smart Data Collective Risk management is an important topic for many organizations, especially those in financial services. Most of these organizations acquire risk one customer, one transaction at a time – this customer is not going to be able to pay (risk), this transaction is fraudulent (risk), this deal will not make money [...]

I caught up with a new (to me at least) decisioning platform recently. Scorto works with credit organizations to manage credit risks and make objective decisions when selling mass credit products. They offer what they refer to as decision support (but I would call blended decision management and decision support) in everything from personal/small commercial [...]

In Risk Is Not a Quarterly Exercise; It Should Be a Way of Life Norman Marks asks an interesting and pertinent question: Is your risk management program a quarterly exercise or a way of life in the business? One of the most uses of analytics is in risk assessment – predicting fraud or credit risk [...]

The second full day of the Business Rules Forum/Enterprise Decision Management Summit is over and once again I have been taking notes rather than blogging live. Once again there were some great sessions – today I heard Steve Hendrick of IDC, Sandeep Gupta of Equifax, Chaitan Sharma of DAASL, Zach Springborn of OneData and Mo [...]

It’s the end of day 1 of the Business Rules Forum/Enterprise Decision Management Summit and time to write a wrap up post for the day – no live blogging today as I have too much on as track chair to sit behind my keyboard! Today I got to attend Jim Sinur’s keynote and sessions from [...]

Another customer panel courtesy of SAS. This one had Rex Pruitt from Premier Bankcard (I blogged about how Premier put predictive analytics to work and Rex presented at Predictive Analytics World), Chris Swecker formerly of the FBI/Bank of America, Cameron Jones SAS’ Chief Compliance Officer and was moderated by Ellen Joyner. Fraud, obviously, is a [...]

I got a chance to catch up with Andrea Allmon of FICO to hear about their new Insurance Fraud Manager release (3.0 in July). This is a timely topic because of the debates around healthcare at the moment. In all the discussions about healthcare costs you never hear about the amount of fraud involved, yet [...]

I am giving a tutorial and a presentation on putting predictive analytics to work at the forthcoming Predictive Analytics World show in Washington DC (October 20th-21st with tutorials on the 19th). I always like to illustrate my points with real examples and I am going to be talking about Premier Bankcard, a SAS client. As [...]

Earlier this week I attended a local Business Intelligence SIG to hear Eric Siegel speak.  This was essentially a preview of Eric’s keynote presentation at Predictive Analytics World next month on reducing costs with predictive analytics. Eric is giving a webinar with me as part of the Decision Management Solutions webinar series – Optimizing Business [...]