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Executive Summary Data Pipelines The development, testing and deployment of data pipelines is essential to generating intelligence from data. Just as a physical pipeline is used to transport water between turbines, generators and transformers in the generation of hydroelectric power, so data pipelines are used to transport data between the stages involved in data processing and analytics to... Read More

Topics: IT and Technology-focused Software and Services, Analytics and Data


Executive Summary Mobile Analytics The processes and technology of the mobile analytics software industry play an instrumental role in enabling an organization’s business units and IT to optimally utilize data in both tactical and strategic ways. To accomplish this, organizations must provide technology that can access the data, generate and apply insights from analytics, communicate the results... Read More

Topics: IT and Technology-focused Software and Services, Analytics and Data


Executive Summary Data for the Enterprise Data Operations (DataOps) is a methodology focused on the delivery of agile business intelligence (BI) and data science through the automation and orchestration of data integration and processing pipelines, incorporating improved data reliability and integrity via data monitoring and observability. DataOps has been part of the lexicon of the data market... Read More

Topics: Analytics and Data


Data Observability The need to monitor the pipelines and processes in data-processing and analytics environments has driven the emergence of a new category of software: data observability. Data observability software provides an environment for monitoring the quality and reliability of data used for analytics and governance projects. Inspired by the observability platforms that provide an... Read More

Topics: IT and Technology-focused Software and Services, Analytics and Data


Executive Summary Data Platforms Data platforms provide an environment for organizing and managing the storage, processing, analysis, and presentation of data across an enterprise. Data platforms play a critical role in operational efficiency, supporting and enabling operational applications that are used to run the business, as well as analytic applications that are used to evaluate the... Read More

Topics: Data Platforms, IT and Technology-focused Software and Services, Analytics and Data


Executive Summary Analytic Data Platforms Analytic data platforms provide an environment for organizing and managing the storage, processing, analysis, and presentation of data, enabling enterprises to operate with greater efficiency. As enterprises strive to be more data-driven, thus increasing their reliance on data as a fundamental factor in business decision-making, the importance of the... Read More

Topics: Data Platforms, IT and Technology-focused Software and Services, Analytics and Data


Executive Summary Operational Data Platforms Operational data platforms provide an environment for organizing and managing the storage and processing of data generated by applications targeted at business users and decision-makers to run the business, including finance, operations and supply chain, sales, human capital management, customer experience and marketing. In contrast, analytic data... Read More

Topics: Data Platforms, IT and Technology-focused Software and Services, Analytics and Data


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