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Research Oct 2026
... Access Insights Already a Gartner client? 首席信息官(CIO)无法通过一次仅更换一家供应商或在碎片化资产中部署智能体的方式,来重新设计跨越中国与国际业务的应用组合。他们必须明确决定在本地和全球分别运行的应用、治理不同技术栈的业务含义,并在发布前验证人工智能(AI)驱动的变更。 洞察速览 战略规划假设 影响 行动建议 注意事项 如何执行 成功衡量指标 证据 Gartner相关推荐阅读 Gartner Insights Abstract ...

Analyst(s):   Owen Chen   |   Wei Jin   |   Deacon D.K Wan
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Premium Research Feb 2025
... AI explainability is crucial to fostering trust in AI by providing transparency in decision making, enabling accountability and mitigating biases. Data scientists should adopt these five practices to enhance AI explainability and promote responsible AI use. Overview Analysis Recommendations Conclusion ...

Analyst(s):   Maryam Hassanlou
Research Sep 2026
... Access Insights Already a Gartner client? AIの主権については、経営層の支持を得るために、単なる規制遵守の問題から、事業継続計画の重要な要素へと捉え直すべきである。AIの停止による復旧時間や損失を算出し、それらを既存の事業継続計画における重要課題として再定義することは、投資承認を得るために不可欠である。 インサイトの要約 戦略的プランニングの仮説事項 インパクト アクション 注意事項 実践方法 成功の測定方法 根拠 推奨リサーチ Gartner Insights Abstract ...

Analyst(s):   Yoshi Matsumoto
Premium Research Jul 2026
... Life science CIOs who don’t drive adoption of digital threads put organizational relevance at risk. Without the linked data flow that digital threads provide, product development and accelerated diagnoses will stall, driving a competitive lag impossible to overcome. Insights at a Glance Issue Context I ...

Analyst(s):   Michael Shanler   |   Rajan Saini
Research Aug 2026
... Access Insights Already a Gartner client? Application rationalization and modernization initiatives often stall due to the lack of resources to develop the data. Learn how to use GenAI to quickly populate Gartner’s application rationalization (TIME) toolkit and provision data for modernization fitness ...

Analyst(s):   Graham Wilkins   |   Tristan Iles
Research Aug 2026
... Access Insights Already a Gartner client? By 2030, smartphones will serve as the personal compute hub, but screens will lose relevance to the sensory and orchestration layers of the invisible interface. OEMs that fail to adapt in this inevitable transition risk losing user engagement and relevance to ...

Analyst(s):   Rounak Bhattacharyya   |   Rishi Padhi
Premium Research Jul 2026
... The term “harness” now names two different things: the agent harness that forms an agent and the platform harness that tailors it to an enterprise environment. Software engineering leaders must establish which is meant before acting, or risk misscoped investment and misaligned ownership. Insights at ...

Analyst(s):   Brian Minning   |   Shiva Varma   |   Gary Olliffe   |   C.A. Swan
Research Aug 2026
... Access Insights Already a Gartner client? Competitive advantage shifts from generic LLMs to multiagentic architectures leveraging domain-specific models to execute complex workflows. Product managers should prioritize mesh architectures and explainability to fully leverage DSLMs’ competitive edge and ...

Analyst(s):   Esha Bhatia
Research Aug 2026
... Access Insights Already a Gartner client? Accelerate your rationalization roadmap by sacrificing desired short-lived improvements. Continuing to make changes to applications targeted for elimination, consolidation, or functional modernization unwittingly moves in the opposite direction, and makes it h ...

Analyst(s):   Justin Tung   |   Graham Wilkins
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