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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


Executive Summary Collaborative Analytics Analytics almost universally involves collaboration among a team of individuals. Interpreting the results of the analyses, choosing a course of action and tracking the implementation of those actions span multiple roles and departments within an enterprise. As a result, most of today’s analytics and business intelligence products support some form of... Read More

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


Executive Summary Analytics and Data The processes and technology of the analytics and data software industry continue to play an instrumental role in enabling an enterprise’s business units and IT organization to optimize data in tactical and strategic ways. To accomplish this, organizations must provide technology that supports a variety of personas, enabling them to access data, generate and... Read More

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


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

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


Executive Summary GenAI Analytics For decades, enterprises have focused on using analytics and data software—or business intelligence—to improve operations. Software providers have made dramatic improvements in BI products by incorporating highly interactive visualizations and the ability to quickly process and display very large volumes of data. However, the quest to make analytics accessible to... Read More

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


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

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


Executive Summary AI and Data Platforms Artificial intelligence (AI) is 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 customers for more effective marketing... Read More

Topics: Artificial intelligence, IT and Technology-focused Software and Services, Cloud Platforms, AI Platforms


Executive Summary Cloud-Native AI and Data Platforms Cloud computing has emerged as a fundamental technology driving the digital transformation of enterprises, irrespective of size or maturity level. It provides a robust and scalable infrastructure that supports the dynamic needs of today’s enterprises, enabling them to stay competitive in a digital world. Artificial intelligence is also front... Read More

Topics: Artificial intelligence, IT and Technology-focused Software and Services, Cloud Platforms, AI Platforms


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