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I recently wrote three articles for KDnuggets on the potential for decision modeling in the context of the CRISP-DM methodology for analytic projects: Four Problems in Using CRISP-DM and How To Fix Them CRISP-DM is the leading approach for managing data mining, predictive analytic and data science projects. CRISP-DM is effective but many analytic projects neglect key [...]

BPM Skills in 2017: Hot or Not?

Zbigniew Misiak posted a great set of tips from practitioners BPM Skills in 2017 – Hot or Not - with my contribution here.  This is a great way to get some quick advice from a wide range of practitioners and experts. As someone with a particular focus on decision management and decision modeling I was struck [...]

Tom Davenport had a great article recently on Data Informed - “Printing Money” with Operational Machine Learning. His intro paragraph is great: Organizations have made large investments in big data platforms, but many are struggling to realize business value. While most have anecdotal stories of insights that drive value, most still rely only upon storage cost [...]

I am giving a webinar on November 16 at 10am Pacific/1pm Eastern with Oracle on "Innovations Driving the ROI of Real-Time Analytics" New innovations are making it more practical than ever to deliver real-time operational analytics. As costs decline and technical barriers are overcome, organizations in every industry can improve their operational decisions with better, [...]

I am participating in a webinar on "The citizen data scientist: Can you democratize analytics for better business outcomes?" with Information Management, sponsored by Dell. Analytics is about better understanding customers, markets, and other phenomena that impact business performance. So while PhDs in mathematics and computer science play an important role in analytics success, employees with [...]

Continuing with blogs from Building Business Capability I am self-blogging the session I co-presented with David Herring, who leads the Process Transformation and Decision Management Program at a leading Northern California Healthcare organization, on “Pioneering Decision Services with Decision Modeling”. David works at a large not-for-profit health plan that does everything from inpatient, to home [...]

An additional blog post here on a session at Building Business Capability that I missed - Business Analysis for Data Science teams. I know Susan Meyer who presented it and we talked several times about her presentation. It's a really key topic so I wanted to present a summary. Here goes: There is a lot [...]

Continuing with presentations at Building Business Capability, Kaiser Permanente and IBM presented on their decision management and cognitive platform for application development innovation. For those of you that don’t know, Kaiser is the Nation’s largest not-for-profit health plan. They do everything from inpatient, to home health, hospitals, hospice, pharmacy, and insurance. 10M+ members, 17,000 doctors and [...]

I am attending this year's Building Business Capability conference and blogging sessions like this one from Jim Sinur of Aragon Research. I gave a tutorial earlier in the week on decision modeling with DMN and will be speaking later in the week with David Herring of Kaiser Permanente (and signing my new book, Available now! Real-World Decision Modeling [...]

AllAnalytics recently asked its readers "What is the greatest danger spot for analytics projects?" and the results are pretty clear. Here's a snapshot (the percentages have been pretty stable): Top of the heap is "Identifying the Business Problem" with over 40% Then it's a close run thing between "Data sourcing" and "Putting data into action", both at 20% [...]

Second keynote at IBM's World of Watson is on the role of cloud and data as the foundation for cognitive systems and businesses. Bob Picciano from IBM's analytics business kicked things off. Bob began with a discussion of how IT's value has changed - from a focus on processing and how fast/cheap it can be done to a [...]

It's opening keynote time at IBM's World of Watson 2016 and we kicked off with a video history of Watson from Jeopardy to today. Dr John Kelly of IBM got us started, emphasizing how rapidly interest in Watson has grown over the last year or two.  In August 2007, he says, a small team of researchers [...]

I spoke at the IBM Process Transformation Summit today on Transforming Business Operations One Decision At A Time. I began with some examples of operational excellence, showing how four pillars really matter - data, metrics, processes and decisions. Of these, it is decisions and processes that offer opportunity to transform business operations. Organizations that transform themselves in [...]

Neil Ward-Dutton of MWD Advisors kicked off the day at IBM's Process Summit talking about digital transformation and business processes.  Neil began with a key point - that "Digital Transformation" is more than just hype but that it is also a complicated and multi-faceted concept. Companies are being digitally disrupted because the internet and mobile [...]

My colleague Gagan Saxena is presenting with Andrew Ray of Goldman Sachs on Beyond Textbooks: Building the Modern Business Architecture at this year's Building Business Capability conference. A modern Business Architecture has been developed to align organizational change projects and to leverage new technologies. Value Streams, Capabilities, Processes, Decisions, Data, Events and Metrics have been lined up [...]

I am opening the second day of IBM's Process Transformation Summit in Napa this year. I'll be talking on "Transforming business operations one decision at a time." In this session I'll discuss the role of decision management in driving process and enterprise transformation. As cognitive operations come into focus and as organizations integrate business rules, analytics and cognitive capabilities on the [...]

I am giving a webinar on Analytics Teams: 5 Things You Need to Know Before You Deploy Your Model on November 15 [NEW DATE] at 11am Pacific Many Analytics Teams have experience with building what seems like a great model–valid, predictive, powerful–only to see disappointing or even no business impact. Some models are not deployed, or take [...]

I am giving a webinar on Analytics Teams: 6 Questions to Ask Your Business Partner Before You Model October 13 at 11am Pacific. Analytics Teams know that one of their biggest challenges is effective communication and collaboration with their business partners. Projects are plagued with too many iterations to get to a solution, too many detours [...]

I am giving a tutorial on Decision Modeling with DMN at this year's Building Business Capability conference and there's still time to register for it. Decision modeling is fast becoming a must know technique for business analysts and business architects. Decision modeling aligns processes, business rules and data in the most optimal way possible. When [...]

I was recently listed as one of the top Big Data/Data Science leaders on LinkedIn by KDnuggets. I was delighted to be on the list and to share it with some great thinkers and writers. My interest, as regular readers of the blog will know, is not really on how you build analytic models or apply data science techniques [...]