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Research Dec 2024
... services such as Software as a Service (SaaS), Infrastructure as a Service (IaaS) continue to transform the delivery of IT services. Gartner collects data around cloud spending from the IT Budget and Efficiency Benchmark Tool and other sources on a year round basis. This analysis provides insight into ...

Analyst(s):   Eric Stegman   |   Shaivya Kaushal   |   Aditi Sharma   |   Jamie Guevara
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Research Oct 2021
... of 16.1% year over year in 2021 as compared to previous forecast. While emerging workloads continue to propel the adoption of optical modules in the data centers, chip shortages increase the prices in 2021-2022. Table of Contents List of Tables Overview Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Anushree Verma
Premium Research Mar 2024
... Developing and evaluating business use cases to drive the adoption of GenAI is a high priority for D&A leaders. This research details approaches to GenAI use case evaluation informed by interviews with 20 organizations and highlights the experiences of two companies that use distinctive approaches. C ...

Analyst(s):   Data and Analytics Practitioner Research Team
Premium Research Mar 2024
... The proliferation of generative AI use cases has prompted organizations to reassess their governance strategies. D&A leaders can review these examples to understand how their peers are evolving their governance practices, ensuring more flexible and adaptive frameworks. Gartner Research ...

Analyst(s):   Data and Analytics Practitioner Research Team
Premium Research Apr 2024
... 本工具旨在了解企业机构如何提升数据和分析职能的关键运营目标。新评分模型增加了人工智能这一新的目标维度,可帮助数据和分析领导者更好地评估企业机构在治理、数据集成与管理、分析内容创建等领域的成熟度。 概述 工具特征 最终成果 Gartner相关推荐阅读 Gartner Research ...

Analyst(s):   Data and Analytics Practitioner Research Team
Premium Research Jun 2024
... Developing and evaluating business use cases to drive the adoption of GenAI is a high priority for D&A leaders. This research details approaches to GenAI use case evaluation informed by interviews with 20 organizations and highlights the experiences of two companies that use distinctive approaches. G ...

Analyst(s):   Data and Analytics Practitioner Research Team
Research May 2026
... Domain-specific model providers are exceeding model limitations by training them to handle quantitative data, as well as language. Product leaders must make DSMs able to handle time-series data and support scenario planning to prove their ability to adapt to more numeric, real-time use cases. Overview ...

Analyst(s):   Roberta Cozza   |   Samantha Searle   |   Anushree Verma   |   Apoorva Chhabra   |   Annette Zimmermann
Premium Research Aug 2026
... A significant wave of data lakehouse and D&A vendors are collaborating to build semantic layers on lakehouse architectures for agentic AI. D&A leaders should use this note to optimize their long-term vendor strategy for building a semantic layer across their data, analytics, and AI ecosystem. Insights ...

Analyst(s):   Xingyu Gu   |   Michael Gonzales
Premium Research Jun 2026
... As marketing rapidly adopts GenAI, marketing analytics teams must ensure data is AI-ready, redefine analyst roles and enable AI-driven decisions. This session introduces a data-readiness framework for marketing, outlining five key milestones on the journey to advanced AI enablement. You will also learn ...

Analyst(s):   Rachel Dooley
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