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Jason Bloomberg

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Domino: Helping Organizations Take Data Science Mainstream

An Intellyx Brain Candy Brief

Data science is rapidly becoming a primary driver of competitive advantage for organizations. As a result, enterprises are hiring more data scientists and building more models in a quest to find business value in their data. And increasingly, they are recognizing that the greatest value comes from not merely using their data diagnostically, but in using it predictively to prescribe the next best action.

According to Domino, however, it is not enough to merely do data science. Organizations need to do data science right or risk unintended consequences that may put them in peril. The problem, as the company explains it, is that too many organizations attempt to approach data science the way they might any other technology project. But data science is not deterministic; it is experimental. And, in order for organizations to get data science right while simultaneously managing their growing data science investment, they need to change the way they approach it.

The company’s solution is a data science lifecycle management platform that helps organizations manage the process without disrupting the experimental nature that is critical to its success. Their platform begins at the ideation stage and progresses through research and experimentation, risk validation and finally through deployment where it helps control and monitor the model in production.

Using this lifecycle approach, the company believes that it can help foster the collaboration amongst data scientists and between data scientists and the rest of the organization that is required to scale enterprise efforts and create business advantage from them. More importantly, however, it believes that their approach helps organizations accomplish this without disrupting the creative process that is central to data science.

Copyright © Intellyx LLC. Intellyx publishes the Agile Digital Transformation Roadmap poster, advises companies on their digital transformation initiatives, and helps vendors communicate their agility stories. As of the time of writing, none of the organizations mentioned in this article are Intellyx customers. To be considered for a Brain Candy article, email us at pr@intellyx.com.

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More Stories By Jason Bloomberg

Jason Bloomberg is a leading IT industry analyst, Forbes contributor, keynote speaker, and globally recognized expert on multiple disruptive trends in enterprise technology and digital transformation. He is ranked #5 on Onalytica’s list of top Digital Transformation influencers for 2018 and #15 on Jax’s list of top DevOps influencers for 2017, the only person to appear on both lists.

As founder and president of Agile Digital Transformation analyst firm Intellyx, he advises, writes, and speaks on a diverse set of topics, including digital transformation, artificial intelligence, cloud computing, devops, big data/analytics, cybersecurity, blockchain/bitcoin/cryptocurrency, no-code/low-code platforms and tools, organizational transformation, internet of things, enterprise architecture, SD-WAN/SDX, mainframes, hybrid IT, and legacy transformation, among other topics.

Mr. Bloomberg’s articles in Forbes are often viewed by more than 100,000 readers. During his career, he has published over 1,200 articles (over 200 for Forbes alone), spoken at over 400 conferences and webinars, and he has been quoted in the press and blogosphere over 2,000 times.

Mr. Bloomberg is the author or coauthor of four books: The Agile Architecture Revolution (Wiley, 2013), Service Orient or Be Doomed! How Service Orientation Will Change Your Business (Wiley, 2006), XML and Web Services Unleashed (SAMS Publishing, 2002), and Web Page Scripting Techniques (Hayden Books, 1996). His next book, Agile Digital Transformation, is due within the next year.

At SOA-focused industry analyst firm ZapThink from 2001 to 2013, Mr. Bloomberg created and delivered the Licensed ZapThink Architect (LZA) Service-Oriented Architecture (SOA) course and associated credential, certifying over 1,700 professionals worldwide. He is one of the original Managing Partners of ZapThink LLC, which was acquired by Dovel Technologies in 2011.

Prior to ZapThink, Mr. Bloomberg built a diverse background in eBusiness technology management and industry analysis, including serving as a senior analyst in IDC’s eBusiness Advisory group, as well as holding eBusiness management positions at USWeb/CKS (later marchFIRST) and WaveBend Solutions (now Hitachi Consulting), and several software and web development positions.