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First Look: DataRobot

DataRobot is focused on automated machine learning and on helping customers build an AI driven business, especially by focusing on decisions that can be automated using machine learning and other AI technologies. DataRobot was founded in 2012 and currently has nearly 200 staff including 90+ data scientists. Since it was founded, over 200M models have [...]

I am teaching a workshop on Framing Analytic Requirements Using Decision Modeling October 18 at 1:30pm as part of  DMZ 2017, Hartford CT October 16-18 There’s no debate that the power of analytics comes from driving data-driven decision-making in an organization. Nevertheless, most analytic projects have only the vaguest sense of which decisions they are trying to [...]

I am giving a webinar on Success in Customer Next Best Action: Decision Modeling, Rules and Analytics Thursday, May 18, 2017 10:00 AM PDT Digitizing, personalizing and improving customer interactions is critical to business growth, customer retention and market engagement. Executives want to ensure that every interaction with every customer adds value – they want [...]

I recently worked with Tho Nguyen of Teradata on a white paper called Illuminate Dark Data for Deeper Insights While organizations of all sizes across all industries are keen on becoming data-driven, most focus on only a fraction of the many types of available data. Not accessing a fuller spectrum of data, including those from “dark [...]

First Look: Reltio Cloud

Reltio Cloud is a modern data management Platform as a Service (PaaS) company focused on delivering data-driven applications, founded in 2011 by folks from Siperian which was acquired by Informatica. Unlike most data integration and MDM platforms, which are IT-focused, Reltio’s mission to make it possible for business and IT teams in enterprises to “Be [...]

I am presenting at DecisionCAMP 2017 - The Role of Decision Models in Analytic Excellence - at 11:25am, Thursday July 14 Organizations are increasingly investing in data analytics to improve decision-making. Dashboards, self-service BI, data mining, predictive analytics, machine learning and cognitive technologies are being evaluated, deployed and used as organizations push to adopt data-driven [...]

I am co-presenting with Jan Purchase at DecisionCAMP 2017 - Mind the Gap-Lessons Learned in the Application of DMN to Large Projects - at 10:15am, Thursday July 13 Since the release of DMN 1.1 by the OMG in 2015, a growing number of organisations have sought to use it to model their key business decisions. [...]

One of our clients was presenting recently at a TDWI conference and was picked up on TechTarget - Analytics teams give data science applications real scientific rigor. It's a great article with some good tips about using a repeatable methodology like CRISP-DM, especially when combined with decision modeling as a way to capture business understanding and [...]

I am speaking at the Global Big Data Conference in Santa Clara, CA in March and participating in the keynote panel on Solving Business problems using Predictive Analytics This looks like being a great panel - Prateek Joshi (Founder, Pluto AI) is moderating and I will be joined by Feyzi Bagirov (Professor, Faculty of Analytics, Harrisburg [...]

I am going to be at IBM InterConnect this week. I am speaking with Kaiser Permanente at 2pm on Monday - Pioneering Decision Services with Decision Modeling at Kaiser Permanente - so come by and here me and Renee speak about our successes with decision modeling with DMN (Decision Model and Notation), business rules and IBM Operational [...]

  The Decision Management Systems Platform Technologies Report began in early 2012 as a way to share our research and experience in building Decision Management Systems. Since then we have extended, updated and revised the report many times. This week we released the latest version - Version 8 - with a new, easier to use format. There [...]

First Look: Conductrics 3.0

I caught up with the folks from Conductrics to learn about their 3.0 release (I have blogged about Conductrics before). Conductrics has been in the decision optimization business for many years now. At its core Conductrics is about assigning customers to experiences. They recently released 3.0 with some new features. Conductrics Express is a point-and-click [...]

I have trained a lot of practitioners in the Decision Model and Notation (DMN) - I am closing in on 1,000 decision modeling trainees now - and one of the interesting questions is always their motivation for using decision models. As I look back across all the folks I have trained, four motivations seem to bubble [...]

I am speaking at the Global Big Data Conference in Santa Clara, CA in March on Don't Apply Big Data Analytics To The Wrong Problem: Put Decisions First One of the biggest challenges for analytics Teams is effective communication with their business partners. Too many projects fail to connect problems in the business environment to [...]

Forrester analyst Mike Gualtieri asks "if analytics does not lead to more informed decisions and more effective actions, then why do it at all?" Specifically in a great post What Exactly The Heck Are Prescriptive Analytics? he says (emphasis mine) Prescriptive analytics is about using data and analytics to improve decisions and therefore the effectiveness of actions. Isn’t [...]

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 [...]