Financial Services

The High ROI of Data Mining for Innovative Organizations

February 19, 2009

Syndicated from Smart Data Collective
John Elder presented a collection of case studies to showcase the ROI of data mining. John started by making the point that many of his case studies had technical success but not business success – an interesting statistic. John sees three major ways that predictive analytics can help – streamlining, eliminating [...]

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Analytics run amok?

February 3, 2009

Joe McKendrick pointed me to a story on ABC News today -  ‘Good Morning America’ Gets Answers: Some Credit Card Companies Financially Profiling Customers. The story is worrying and has some good reporting in but, as usual, the analytics behind the whole thing are poorly described.
So, first things first. The headline gets us off on [...]

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Using decision management to prepare for an unknown future

November 18, 2008

Recently, Ronan Bradley discussed the challenges for banks in the area of compliance, given the rapidly changing environment. He made three specific points with which I agree and that I think shows the value of a decision management approach for banks and others facing an unknown but difficult regulatory environment in the next year or [...]

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First Look – Savvion 7.5

November 11, 2008

I got a quick overview of Savvion 7.5 this week. Savvion is one of the pure-play BPM vendors with customers in Telecommunications, Media, Financial Services and Manufacturing (along with some retail and healthcare). They released version 7.5 at the end of September.
Savvion has recently been investing in domain-specific vertical solutions built on their horizontal [...]

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Building Blocks of Decision Management

October 30, 2008

Michele Edelman of Discover presented on Building Blocks of Decision Management: “Tools to Rule”. Michele spends a lot of time educating people inside Discover and her team use sources like McKinsey to show executives why EDM matters. For instance, a report on top 10 macro-economic trends:

Centers of economic activity will shift profoundly not just globally [...]

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Collections Best Practices

September 23, 2008

Jeff Bernstein of Strategem Portfolio Services gave an overview of the latest developments in collections. Jeff’s company has a product called Strategy Director (about which I blogged before). Jeff does a lot of work with collections groups and all too often sees a failure to implement analytics even where those analytic models are being developed [...]

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From Scores to Strategies

September 23, 2008

The use of analytics in business decisions, presented by one of InfoCentricity’s customers, was next. In many organizations modelers are busy building predictive models that they then throw over the wall to a business analyst. To bridge this gap you need a collaboration platform that allows modelers to do their thing while allowing business analysts [...]

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White Paper available on decision management in credit

September 15, 2008

I wrote an introduction (and a brilliant one if I do say so myself) for a white paper called “Using Automated Decisioning and Business Rules to Improve Real-time Risk Management” that was produced by the folks at Equifax. You can download it using the link to the US Banker page. Enjoy.

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Using Decision Management to power the call center of the future

August 19, 2008

Chris Skinner wrote a nice little piece on the Future Call Center over on the swift community. He had some nice examples, though he was focused on how the future call center might be using video. What struck me, though, was that decision making is critical to his example. Neither the avatar nor the video-linked [...]

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Analytics turn data into opportunity (article)

July 21, 2008

Ed Garry of Oracle wrote a piece for Wall Street and Technology called Analytics Help Firms Turn Data Into Opportunity that I found last week. In it Ed talks about Real Time Decisioning platforms that “deliver both rules and predictive analytics to power solutions for real-time enterprise decision management”. Ed is, of course, correct though [...]

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Is eBank the future of banking?

July 16, 2008

Thanks to my friends at Bankwatch I heard today about eBank in Japan. The bank is described in this nice article on swiftcommunity.net. What struck me about this was the focus on complete automation of decision making – not just the processes and information colleciton, but the decision making itself. Is this the person they [...]

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Q: What do you get when you cross EDM and a raptor?

July 15, 2008

A: http://www.youtube.com/watch?v=1zDwIfSDQiE
(Falcon, by the way, is the name of Fair Isaac’s fraud detection product that combines a neural network – a form of predictive analytics – with business rules and dynamic profiles to make real-time decisions about credit card fraud).

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The future of consumer banking needs EDM

July 11, 2008

Naumi Haque wrote this nice piece on The future of consumer banking and it struck me how many of the things she suggests, with which I agree, require a broad-based adoption of EDM.
For instance she suggests a single financial cockpit – she calls it a dashboard but she wants to be able to do things [...]

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Here’s a really cool way to use your ATMs!

July 2, 2008

Reading 1:1 today I saw a great story about Gulf Bank called Overcoming Customer Interaction Roadblocks. This bank has a problem because it’s customers can’t get mail. How does it address this? By using it’s ATMs as a delivery device for messages! Putting relevant, timely, personalized information on the ATM when you use it. No [...]

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Intalio 2.0

June 18, 2008

Ismael Ghalimi presented his vision of “what’s next” and started with some history. In 1998 he started work on what he now calls “Office 2.0″ and, while prototyping ideas, he met the other founders and started to put together a plan for a platform that would allow him (a self-confessed poor programmer) to build web [...]

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Lessons Learned from BPM Deployments

May 23, 2008

Ken Vollmer kicked off the last day of the event with a view from the field – a survey on BPM that Forrester did at the end of 2007. The theme is that “BPM has already achieved mainstream status inside of most enterprises but we still have a long way to go to achieve the [...]

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Live from InterACT – Closing Keynote

April 30, 2008

Ted Iacobuzio of TowerGroup gave the closing keynote, expanding on the survey results Fair Isaac announced today. More than 100 of the InterACT attendees took the survey – clearly this is top of mind. Some highlights:

Lenders appreciate the need for integrated customer information and multi-product decisioning
Lenders are not all at the same speed in implementation
Respondents [...]

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Live from InterACT – Changing the game

April 30, 2008

A collections session next with folks from Adeptra, Fair Isaac and GE Money talking about GE’s vision for virtual collections. The collections environment is extremely bad this year with massive growth in the need for collection agents. Delinquencies are up, problems are up, consumers are stressed. Scores are worsening (credit profiles are worse), payments are [...]

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Live from InterACT – An Enterprise Decision Engine for Originations

April 30, 2008

Wednesday begins with Antonio Paulo Conde from Citibank Brazil talking about an enterprise decision engine for originations in their retail bank.   Measuring and understanding the risk of new financial products is important and became more so as the sales teams gained more negotiation power. To address this Citibank used Blaze Advisor to build an [...]

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Live from InterACT – Optimal Pricing

April 29, 2008

Last full session today is Lisa Kart and Jean Zoch of Fair Isaac talking about optimal pricing – balancing profitability with competitiveness. Lisa’s focus, she says, is on what makes price optimization work. Price optimization is a very broad topic, even in financial services, but their focus is on being able to target price for [...]

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