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Executive Summary Operational Data Platforms Operational data platforms include relational and non-relational databases (including NoSQL) as well as the increasing convergence of relational and non-relational approaches. Complemented by data operations and data intelligence platforms and tools, operational data platforms play a fundamental role in enabling enterprises to operate efficiently.... Read More

Topics: Artificial intelligence, Data Platforms, Operational Data Platforms, AI & Technologies


Executive Summary Analytic Data Platforms As enterprises strive to automate business processes and decisions using artificial intelligence agents, their reliance on data and the importance of the analytic data platform have never been greater. Analytic data platforms play a fundamental role in enabling enterprises to generate value from accumulated data. ISG Research defines analytic data... Read More

Topics: Artificial intelligence, Data Platforms, analytic data platforms, AI & Technologies


Executive Summary Data Platforms It is no exaggeration to state that today’s enterprises—and society as a whole—are completely dependent on data platforms. Without data platforms, enterprises would be reliant on a combination of paper records, time-consuming manual processes and huge libraries of physical files to record, process and store business information. Without data platforms,... Read More

Topics: Artificial intelligence, Data Platforms, AI & Technologies


Executive Summary Machine Learning and Large Language Model Operations Artificial intelligence (AI) has continued to rise in prominence. ISG Market Lens Research shows that 79% of enterprises plan to increase their spending on AI technology and that the growth in AI spending is outpacing the growth in all other categories of IT spending. However, the research also shows that only a fraction of AI... Read More

Topics: Machine Learning, Generative AI, Machine Learning Operations, AI Platforms, Large Language Models, AI & Technologies


Executive Summary AI Platforms While artificial intelligence (AI) has evolved over many decades, it is now front and center due to a combination of factors that have dramatically increased awareness of and investment in technologies to support its purpose. Since its inception, AI has provided value no matter how or where it has been applied: helping to prevent credit card fraud, segmenting... Read More

Topics: Generative AI, AI Platforms, AI & Technologies


Executive Summary Agentic and Generative AI As artificial intelligence (AI) continues to evolve, there is an increasing need for it to move beyond merely providing scores or recommendations to going further and taking actionable steps. While scores and recommendations offer valuable insights, they often require decision-makers to translate the data into effective strategies. As enterprises invest... Read More

Topics: Generative AI, AI Platforms, AI & Technologies, Agentic AI


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