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  • for Tag: Data Governance
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ISG Research is happy to share insights gleaned from our latest Buyers Guide, an assessment of how well software providers’ offerings meet buyers’ requirements. The Data Governance: ISG Research Buyers Guide is the distillation of a year of market and product research by ISG Research. 

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Topics: Data Governance, Data Intelligence, Analytics and Data


Data-driven product information management ensures that supply chain data is consistent, standardized and accessible across the organization. Many businesses, however, lack consistency and unification when managing data, with the greatest barrier being the ability to achieve a single version of the truth, according to our Data Governance Benchmark Research.

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Topics: Data Governance, Data, Product Information Management, product experience management, product master data management


Data lakes began to emerge 10 years ago in response to the desire for analytic data platforms that could economically store and process large volumes of raw data. These platforms access data from multiple operational applications in a variety of formats to be queried by multiple business departments for a variety of analytic workloads.

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Topics: business intelligence, Cloud Computing, Data Governance, Data Management, analytic data platforms, Analytics and Data, AI and Machine Learning


Improving the quality of information is cited by organizations as the leading benefit of data preparation activities. Data quality efforts are focused on clean data, but increasingly, the importance of bad data is also recognized. To be more accurate, the original data as recorded by an organization’s various devices and systems is important. To fully perform data preparation, organizations must...

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Topics: Data Governance, Data Management, Data Preparation, Data, Data Pipeline


Digital transformation efforts are widespread, with most organizations focusing on the innovative use of data. Business users demand real-time, integrated analytics deployed through a unified platform with built-in machine learning (ML) that delivers the highest level of performance at massive scale. While beneficial for its strategic insights, extensive data analysis conducted by...

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Topics: Data Governance, Data Integration, Data






Data platforms are designed to manage and analyze big data, enabling organizations to leverage their data to operate with greater efficiency across on-premises, hybrid and multi-cloud environments. Our Analytics and Data Benchmark Research finds that while 58% are using big data in their analytics processes, less than one quarter (23%) are satisfied with their technology’s support for big data....

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Topics: Data Governance, Data Integration, Data, data lakes, Streaming Data, data operations, Data Platforms


With more and more data available to analyze, organizations are realizing the value that sophisticated analyses using artificial intelligence and machine learning (AI/ML) can provide. The benefits of these analyses are significant: our Dynamic Insights research on machine learning finds that organizations most often benefit through competitive advantage, but also improved customer experiences,...

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Topics: business intelligence, Analytics, Data Governance, Data Integration, Data, Business, Digital Technology, AI and Machine Learning


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