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Research Jun 2025
... leaders are facing pressure to rapidly build, deploy and scale AI solutions. This reference guide provides them guidance on the core components of AI engineering and how to establish the necessary foundations to design, deliver and operationalize AI systems. Overview Why This Matters Analysis Next Steps Definition ...

Analyst(s):   Craig Fischberg   |   Soyeb Barot   |   Arun Chandrasekaran   |   Pat Cary   |   Giorgio Santini   |   Birgi Tamersoy
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Research Feb 2026
... Access Insights Already a Gartner client? 随着中国的企业机构开始构建定制化AI应用，应用安全测试必须不断演进，并纳入针对AI的对抗性测试。本研究报告提供了一份实用指南，帮助中国的首席信息官（CIO）及其安全团队开展AI系统安全测试。 概述 战略规划假设 导语 说明 优势和作用 风险 建议 代表性供应商 证据 致谢 Gartner相关推荐阅读 Gartner Insights Abstract ...

Analyst(s):   Anson Chen   |   Angela Zhao   |   Mia Yu
Webinar Dec 15, 2026   Upcoming
... collaboration and driving growth across retail and consumer goods partnerships Retailers and consumer goods companies have invested heavily in data sharing, analytics, AI, and retail media capabilities. Yet, many partnerships still struggle to convert insights into measurable business outcomes. The challenge ...

Analyst(s):   Tom Nolan
Research Feb 2026
... Gartner client? CIOs must avoid the AI productivity trap by anchoring every initiative to a specific business outcome. Redesign the workflow with a cross‑functional team and use shared OKRs to keep everyone aligned on delivering measurable impact rather than isolated AI activity. Insights at a Glance Impact ...

Analyst(s):   Eyad Tachwali   |   Kyle Owen
Research Apr 2026
... data quality practices are inadequate for meeting the dynamic, continuous, and trusted data demands of AI systems. D&A leaders must prioritize comprehensive augmented data quality solutions to architect AI-ready data and ensure the continuous quality of data. Insights at a Glance Impact Actions Cautions ...

Analyst(s):   Divya Radhakrishnan
Research Mar 2026
... regulatory and value creation goals hamper CSP’s ability to advance cloud and AI adoption mandates. CSP CIOs can use the decision support framework herein to assess key decision levers and prioritize strategies for public cloud and AI partnerships. Insights at a Glance Impact Brief Actions How to Execute ...

Analyst(s):   Enrique Hernandez-Valencia
Research Mar 2026
... Access Insights Already a Gartner client? Many midsize enterprises fail to capture AI value due to fragmented investments and poor alignment with business goals. By focusing the AI strategy on initiatives directly linked to clear business outcomes, organizations can cut costs, reduce overhead, and accelerate ...

Analyst(s):   Sarah Davies   |   Alys Woodward
Research Apr 2026
... Already a Gartner client? AI-ready data products require overlapping data governance policies that introduce complex conflicts. D&A leaders must manage this complexity with data contracts that offer a solution that shifts governance to the data producers while supporting creation of AI-ready data assets. ...

Analyst(s):   Michael Simone   |   Thornton Craig
Premium Research Dec 2025
... As AI becomes integrated with a growing range of applications, system software must evolve for infrastructure to run these applications as efficiently as possible. This research provides infrastructure architects with a reference architecture for system software needed to host AI applications. Architecture ...

Analyst(s):   Tony Iams
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