future

Pushing the frontiers of analytics #smarteranalytics

March 20, 2012

Brenda Dietrich from IBM research wrapped up the morning with a discussion of some of IBM’s research. This involved both managing uncertain data at scale and driving analytics for this data. Projects cover systems of people, the future Watson, Outcome-based business and resilient business and services.
As everyone knows there’s a lot more data out there [...]

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Now available – a new report on platform technologies for Decision Management Systems

February 22, 2012

Organizations are adopting a new class of operational systems called Decision Management Systems to meet the demands of consumers, regulators and markets because traditional systems are too inflexible, fail to learn and adapt and crucially cannot apply analytics to take advantage of “Big Data.” Decision Management Systems, as I described in my book, are agile, [...]

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Trends in smarter business analytics

September 19, 2011

Don Campbell, CTO Of IBM’s Business Intelligence group, presented on trends in smarter business analytics. He sees four focus areas – improving customer understanding, optimizing real-time decisions, better enterprise visibility and improved collaboration. All underpinned by managed, trusted data. IBM’s customers tell them that the 3 big challenges are

A lack of understanding of how to [...]

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IBM thoughts on Predictive Analytics Futures

June 2, 2011

IBM identified three big trends in predictive analytics that will drive some of its development efforts around predictive analytics:

New Data
New data types such as images and video as well as new sources like RFID and mobile devices must be accounted for and become part of how predictive analytics are built. Access to this data is [...]

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The Essential CIO and Decision Management

May 18, 2011

IBM recently surveyed CIOs as part of their ongoing CxO research. This was the second time they did this – 2009 was the first. They just released the results of their analysis of the 3,000 interviews they conducted in 71 countries. The results are summarized in the body of the post along with some Decision [...]

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IM 2011 Keynote: From Business Intelligence to Decision Management

May 17, 2011

[ October 12, 2011; ] I am giving the closing keynote at IM 2011 – from information to decisions on October 12th in Copenhagen, Denmark.

The data you have, the way you analyze it and use it, and the way you act on this analysis can drive better results and business outcomes. This ability to improve decision making – to manage [...]

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Gartner BPM 11 Closing Keynote

April 29, 2011

Daryl Plummer gave the closing keynote – “If I had a time machine”. He began by differentiating between science fiction and fantasy – science fiction being a vision of the future that is based on some extrapolation of currently understood science and facts. Fantasy is completely based on the whims of the visionary. What he [...]

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IDC: Decision Management Market at $10B by 2014

January 18, 2011

The folks at IDC (Dan Vesset, Maureen Fleming, Steve Hendrick, Henry Morris and others) have just released Worldwide Decision Management Software 2010–2014 Forecast: A Fast-Growing Opportunity to Drive the Intelligent Economy – the first ever market sizing for “Decision Management”. This is exciting – it’s great to have a leading research organization like IDC pull [...]

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Analytics – the new path to value: IBM/MIT Sloan study

November 10, 2010

IBM and MIT/Sloan recently published “Analytics – the new path to value“. This study had a lot of interesting points and was very decision management centric in my mind. Some thoughts:

The main challenges for companies adopting analytics were innovating to be deliver competitive differentiation and growing revenue.
Reducing costs, gaining efficiencies and profitably retaining and acquiring [...]

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Integration Roadmap #inext2010

November 3, 2010

The key goals or areas of focus for Pervasive in developing its roadmap are:

Connectivity
Verticals
Cloud
Data Quality/MDM
Internationalization
Management and Administration
Performance and scalability
… and partnerships to fill in any gaps

So, product by product, here are the things I thought were interesting

The Connectivity roadmap includes a focus on not just adding more connectors but also delivering a marketplace/community for pre-packaged [...]

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Top 10 analytic mistakes

October 29, 2010

Syndicated from Smart Data Collective
One of my favorite presenters, John Elder, presented his top 10 analytic mistakes at Teradata Partners.
Lack Data is problem zero – obviously you need data to do data mining and analytics. Without data that is relevant to the problem you cannot use analytics to solve it. In particular [...]

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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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