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Research Jan 2026
... Access Insights Already a Gartner client? 在人工智能（AI）格局不断演变的背景下，稳健的AI战略有助于首席信息官（CIO）适应新技术，确保AI计划与业务目标保持一致，并推动创新。本参考指南为CIO提供了制定并有效执行AI战略所需的资源。 概述 为何重要 分析 CIO行动建议 备注 Gartner Insights Abstract ...

Analyst(s):   Maheen Ahmad   |   Nate Suda   |   Rita Sallam   |   Aviral Vyas   |   Whit Andrews   |   Frances Karamouzis   |   Hung LeHong
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Research Jan 2026
... client? AI experimentation requires workflows that support nonlinear discovery, structured deployment, and continuous testing. This research offers D&A leaders a framework to enable faster AI deployment, reduce risk, and improve ROI with a structured approach to experimentation throughout the AI life cycle ...

Analyst(s):   Alexander Linden   |   Carlie Idoine   |   Priya Sundararaman
Research Jan 2026
... client? As organizations in China build custom AI applications, application security testing needs to evolve and integrate AI-oriented adversarial testing. This research note offers Chinese CIOs and their security teams a practical guide to security testing for AI systems. Overview Strategic Planning Assumption ...

Analyst(s):   Angela Zhao   |   Anson Chen   |   Mia Yu
Research Jan 2026
... Access Insights Already a Gartner client? With AI projects multiplying and spending accelerating, CFOs struggle to balance innovation with financial discipline. This paper introduces reverse income statement analysis to test financial feasibility with real-world AI use-case examples to guide smarter capital ...

Analyst(s):   Michelle Carlsen
Research Dec 2025
... Research Already a Gartner client? AI fatigue slows AI adoption and undermines the business value of AI investments. CIOs and other innovation leaders should implement human-centric change management strategies to overcome AI fatigue and realize greater value from their AI initiatives. Gartner Research ...

Analyst(s):   Dave Aron   |   Mordecai .   |   Daniel Sun
Research Dec 2025
... Insights Already a Gartner client? AI spending will grow by 44% in 2026, driven by the demand to build out AI infrastructure and the vendor race to reach customers. The long-term realization of outcomes from new use cases and readiness to scale across infrastructure, AI products and humans will grow spending ...

Analyst(s):   Naresh Singh   |   Colleen Graham   |   Amarendra .   |   Shailendra Upadhyay   |   Jon Erensen   |   Peter Middleton   |   Kay Arnott   |   Ranjit Atwal   |   Adrian O'Connell   |   Arunasree Cheparthi   |   Hardeep Singh
Research Nov 2020
... will be digital. B2B organizations are struggling to find a pragmatic approach to deploying AI-based sales technologies. Application leaders supporting CRM technologies should follow three steps to plan for AI that will support their B2B sales. Gartner Insights Abstract ...

Analyst(s):   Ilona Hansen
Research Nov 2025
... Insights Already a Gartner client? AI agents offer the potential to automate interactions, processes and strategies, both for marketers and customers. AI agent maturity exists on a spectrum, and there’s an entry point for every organization. CMOs must understand what AI agents can do and take action now ...

Analyst(s):   Nicole Greene   |   Lizzy Foo Kune
Premium Research Jan 2026
... rapidly advancing from AI experimentation to scaled AI adoption, using generative AI, agentic AI, and predictive automation to transform business operations and customer experience. This note unpacks the first segment of the emerging technology adoption radar 2026, focusing on the “AI-powered enterprise. ...

Analyst(s):   Auria Asadsangabi   |   David Sugden
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