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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 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


Executive Summary MLOps Artificial intelligence (AI) has continued to evolve for many decades and several factors have combined to dramatically increase the awareness of and investment in technologies to support its purpose. Since its inception, AI has provided value no matter the use and where it has been applied, helping to prevent credit card fraud, segmenting customers for more effective... Read More

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


Executive Summary GenAI Platforms Artificial intelligence (AI) has continued to evolve for many decades and several factors have combined to dramatically increase the awareness of and investment in technologies to support its purpose. Since its inception, AI has provided value no matter the use and where it has been applied, helping to prevent credit card fraud, segmenting customers for more... Read More

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


Executive Summary AI Platforms While Artificial intelligence (AI) has evolved over many decades, it 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... Read More

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


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