Posts tagged as:

future

New IBM study on business analytics and optimization

December 9, 2009

IBM today released a new report on the progress companies are making adopting business analytics and optimization. The paper is called “Smarter decisions for optimized performance” (love it) and focuses on how companies are using analytics and optimization to “breakaway” – a sports analogy such as where a cyclist breaks away from the pack not [...]

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Smarter systems for uncertain times – #brf keynote

November 5, 2009

I gave a keynote at the Business Rules Forum today on Smarter systems for uncertain times.  I gave the presentation without slides and had planned to use my notes as a post but, as the notes ran to 5,000 words, I have decided to write a white paper based on them instead!
To keep you going [...]

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Predictive analytics turn uncertainty into usable probability

July 31, 2009

Syndicated from ebizQ
Following on from yesterday’s post on analytics, let’s talk about predictive analytics. Another phrase I picked up while working at FICO was this one:
Predictive analytics turn uncertainty about the future into usable probability
Again, I don’t know if the phrase originated there or was just in common usage but it always struck me as [...]

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DIALOG IBM and ILOG – the strategic perspective

February 4, 2009

Getting started at DIALOG I got to spend some time with Tom Rosamilia GM of WebSphere, Sandy Carter and Pierre Haren, CEO of ILOG discussing the ILOG acquisition by IBM.
Tom went first by pointing out that the acquisition seemed like a good idea when it was announced and since then the Smarter Planet initiatives and [...]

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Scenario Testing, Stress Testing and Decision Management

January 15, 2009

With the business world in a state of flux and everyone worried about what might happen next, and how they might respond to it, scenario testing (and its compatriot, stress testing) should be top of mind for executives. They should be thinking about different scenarios, testing out how those scenarios would effect their business and trying out various alternatives. On the risk side they should be using this kind of scenario planning to stress their assumptions – stress testing – to see how their financial reserves would cope with the various alternatives.

For too many executives, however, this kind of testing is done only at the aggregate level and done largely (if not completely) in Excel. I have nothing against Excel but this is clearly not really acceptable. Good scenario or stress testing should consider how customers, products, suppliers, locations will be impacted by the scenario at a granular level and then present rolled-up results, not simply attempt to model some averages or totals. Similarly, if executives want to develop alternative scenarios that would be effective in certain possible futures then they need to test those scenarios against actual transactions, actual customers, to see if they work.

Companies that have adopted decision management have the infrastructure to manage this. Decision management brings the crucial decisions – choices of actions – into the open and makes them explicit. Scenarios can be developed for these decisions and tested against real data. The results can be compared against what happened, or against alternative scenarios to see what would work best. Different assumptions can easily be fed into the decisions to see what impact those assumptions have and stress testing or scenario development conducted based on the results. Decision management makes all this possible. It’s still work, but it is much less work and the results can be much more precise and grounded in real decisions.

A growth in scenario management was one of my predictions for 2009 and Jim Sinur wrote a nice piece on this too – Scenario Planning is No Longer Optional.

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It’s not AI but…

December 10, 2008

Albert Wenger had an interesting post today Human Vs. Machine 2 in which he discussed the fact that some of the old AI promises may be starting to come true. While I am not sure I 100% agree with his characterization of Netflix’s recommendation engine as AI, I do see what he means.
The over promising [...]

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The future of Data Warehouses

December 9, 2008

An article caught my eye in the Teradata Magazine this month – Steve Brobst, CTO of Teradata, outlined 4 areas he thinks will drive data warehousing: Sensor Technology Pervasive BI In Database AnalyticsNon-Traditional Data Types I don’t disagree with Steve…

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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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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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First Look – Chordiant’s Visual Business Director

October 15, 2008

Today Chordiant announced their new Visual Business Director (CxVBD). I saw an early prototype of this some months back and got a more detailed look at the finished product at their recent Customer Advisory Board. I really like CxVBD as I think it shows the critical business value of externalizing decisions. I have yet to [...]

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Franchises, localization and decision management

September 25, 2008

I live in Palo Alto and a new Mountain Mike’s Pizza has just opened up near us. Much as we like MM pizza we have two problems – we like wholewheat dough and, as several members of my family are lactose/milk intolerant, soy cheese. If you have visited or live in Palo Alto you will [...]

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Predictive Marketing (Lessons from the CMO Summit #3)

September 9, 2008

Stephan Chase of Marriott generated the third set of thoughts. He is working to make Marriott more customer-centric, in particular by employing predictive modeling to determine what customers are likely to do in the future while using results in marketing to create a learning organization. This is of course the heart and soul of decision [...]

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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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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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Bringing IT from the Back Office to the Boardroom

May 21, 2008

Marta Foster from Proctor and Gamble gave this presentation. Marta has been at P&G for 30 years and is now in charge of their IT operations. P&G is well known and is the largest consumer products company in the world with over $80B in sales. They have 138,000 employees, 200 brands in 160 countries and [...]

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Internet Phase II: Collaboration

May 20, 2008

John Chambers, CEO of Cisco was talking about the next phase of the internet – collaboration. The market is in transition – social networking has changed personal communities and these technologies will also transform the future of work. Cisco’s approach is to focus on transitions – not competitors, but market transitions. In ‘97 they focused [...]

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Live from Forrester – Your Role in Business Innovation

May 20, 2008

Eric Browne and Mike Gilpin kicked it off and introduced the theme of the conference – Innovation. 80% of GDP growth comes from new products and more innovative companies have higher profit margin growth and stock returns. Innovation remains in the top 3 list of concerns for executives. They showed an interesting collection of definitions [...]

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Some thoughts on the future of application development

May 8, 2008

Mike Gualtieri of Forrester had a blog post a few months back that I missed then but that he pointed out to me this week – What Is Your Future? In it he outlines two scenarios at either end of a continuum. One is that application development changes in incremental ways such that “The application [...]

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Some thoughts on Adaptive Decision Management

April 22, 2008

Paul Haley wrote an interesting piece last week on Adaptive Decision Management. This is a really good piece and I highly recommend it. I do have a couple of things to add, however.
While Paul is correct that Fair Isaac did not talk about “decision management” until after the HNC merger, Fair Isaac had a long [...]

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After EDM – the future of business

April 11, 2008

The second part of my response to Dave Wright’s comment is about the kind of business one can run after one adopts EDM. To do this, let’s predicate the discussion a company that has adopted Enterprise Decision Management as a core management principle, implemented the technology and development approaches that support it and had long [...]

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