Data ownership & stewardship News
March 15, 2017
Michael Vapenik, the enterprise data governance officer at American Express, expounds on what it means to be a data-driven organization.
March 10, 2017
Businesses constantly need to evolve their programs for governing data. Nationwide's finance data governance team shares how it stepped up data governance strategy and processes.
February 06, 2017
SAP Enterprise Information Management (SAP EIM) portfolio has been updated to improve data quality, big data support, ease-of-use and SAP HANA integration.
February 03, 2017
The head of Kaiser Permanente's data governance program says data stewards hold the key to the initiative's success, and he offers advice on managing data stewardship processes.
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Bill Caraher, CIO and director of operations for a Wisconsin law firm, is one believer in the huge impact blockchain technology -- a peer-to-peer distributed network used to validate transactions and other records -- can have on legal services. Blockchain implementations, he said, could "lead to speedier resolutions, [and] it could lead to better evidence gathering [and to establishing] foundation for a case" and have other "sweeping implications" for this industry. Indeed, the technology's potential use cases are a hot talking point among Caraher and fellow observers of blockchain -- but figuring out which use cases make sense and putting them into action demand a lot of work. The effort involved in implementing blockchain will depend on many factors, including vertical industry, having the right software and hardware, and more.
In this issue of CIO Decisions, Editorial Director Sue Troy lays out the four key stages of blockchain implementations, including identifying use cases, running proofs of concept and launching field trials. Plus, we explore how one healthcare CIO used cloud computing to bridge the disconnect between IT and patient care; get MIT Sloan cybersecurity expert Stuart Madnick's take on how to build a better defense against dark web hackers; and delve into innovative ways to close the tech skills gap.Continue Reading
The Internet of Things is cool and its doors are new and enabling. But the battleground will mainly focus on IoT data: the ownership and control. Continue Reading
It's time for CIOs to fast-forward to the past, says Harvey Koeppel. In the digital business world, IT is once again all about the data -- and data ownership. Koeppel offers eight ways to keep pace with the times. Continue Reading
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C-suite honchos sign off on analytics tool purchases and then wonder what they've wrought. But data trust can build if practitioners make the analytics process more transparent, consultant Bill Nowacki says. Continue Reading
This buyer's guide provides insights to help you determine if your organization could benefit from data governance software and how to navigate the buying process. Continue Reading
Collibra Data Governance Center is a repository- and workflow-oriented data governance platform that also offers features for data management and data stewardship. Continue Reading
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How many nodes is enough for consensus? Who owns blockchain data? IBM blockchain expert Arvind Krishna addresses these and other burning blockchain issues in this SearchCIO tip. Continue Reading
Attorney Mark Foley explores two Internet of Things legal issues -- data ownership and intellectual-property rights. Continue Reading
In simple terms, successful analytics depends heavily on how well the information is prepared. Except it's not that simple. Many data scientists believe preparation of data for analysis is the biggest challenge they face, and it's all the more formidable in the era of big data. Beyond pulling data from their own internal sources, organizations must reach into the universe of websites, sensors, customer email messages and social networks bombarding them from all directions. To handle this information onslaught, data scientists potentially can find solace in an emerging class of self-service tools to aid them in the preparation of data.
In the first part of this handbook, consultant David Loshin explains how business users and data scientists can use data preparation tools to get more comprehensive and customized views of data. Next, reporter Jack Vaughan examines how self-service data preparation tools with machine learning helped a BI team at one company streamline report creation and business users at another company to load data, put integrations together and see the effects immediately without burdening the IT staff. In the final segment, Vaughan returns to address the long-running data warehouse controversy and the concept of using data curation to smooth the process of data discovery, cleaning, transformation and integration.Continue Reading
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As the use cases for the internet of things continue to expand into various sectors and the benefits of analyzing that data collected from IoT grow, the question of IoT data ownership and access privileges is coming to the fore. But we can't simply rely on traditional laws and regulations to set policies around IoT data, writes columnist and former CIO Harvey Koeppel. Instead, he says, we need a different way of thinking: one that will enable us to catch up with the fast evolution of IoT and other technologies.
In this SearchCIO handbook, Koeppel lists four broad, comprehensive questions around IoT data ownership that CIOs and IT execs should be considering and collaborating around to ensure not just their companies' success, but also the advancement of our society. In our second piece, CTO Niel Nickolaisen delves into why he thinks the "technology everywhere and in everything" world has moved IoT security and privacy to the top of CIOs' priority lists. In our last piece, Features Writer Jason Sparapani looks into two thorny IoT legal issues: data ownership and intellectual property rights.Continue Reading
From the outset, data and data ownership have always been key components of IT, even as the focus of technology leaders has evolved. In the early days of information technology, the industry was all about just what its name suggests: leveraging technology to transform data into higher-value information. Today, however, times have changed, writes CIO expert Harvey Koeppel. He urges CIOs to turn their focus back to the data in order to meet the needs of the digital business world, transforming information into knowledge and knowledge into insights.
In this SearchCIO handbook, Koeppel explores why digital business is driven by data and not technology, and provides eight tips for CIOs to keep up with the times. In our second piece, CTO Niel Nickolaisen describes how a heated debate between software engineering and operations resulted in a data governance manifesto for today's digital times. And finally, Senior News Writer Nicole Laskowski digs into how Goldman Sachs built a graph analytics platform for various use cases, including compliance and fraud detection. Continue Reading
Data governance programs often rely on the part-time data steward -- an employee from a business unit who also serves as a data expert. Continue Reading