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Premium Research Feb 2026
... capital to inflexible infrastructure, diminishing its AI utility, which forces IT to prioritize maintenance over innovation. Heads of I&O must deploy consumption-based ROA SLA outcomes that transform infrastructure into a flexible growth engine fueling AI innovation. Insights at a Glance Strategic Planning ...

Analyst(s):   Jeff Vogel
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Premium Research Apr 2026
... AIに自然言語でデータを問い合わせる時代、正確な回答を得るためデータの「意味」を体系的に定義する基盤として、セマンティック・レイヤの重要性が急速に高まっている。しかしその定義はD&AやAIのリーダーでさえも誤解しており、メタデータとの違いも混同されている場合がある。本リサーチでは、メタデータとの本質的な違いを整理し、セマンティック・レイヤが果たす役割を明らかにする。 インサイトの要約 論点 インパクト 詳細 執筆協力 推奨リサーチ Gartner Insights Abstract ...

Analyst(s):   Takahiro Noda   |   Tatsuya Ichishi
Research Mar 2026
... Access Insights Already a Gartner client? The industrialization of AI represents a structural pivot where intelligence moves from a “human-crafted” experimental tool to a secured, mass-produced utility, effectively collapsing traditional cybersecurity business models. This shift will not only break the ...

Analyst(s):   Jorge Lopez
Research Mar 2026
... Access Insights Already a Gartner client? Ethical AI boundaries are not restrictive compliance checklists; they are high-stakes strategic assets that, when applied consistently, differentiate a brand and create long-term economic value. Use Gartner’s CRAFT framework to elevate ethical standards into ...

Analyst(s):   Tori Paulman   |   Brandon Germer
Premium Research Mar 2026
... We are at the start of a massive, AI-driven feedback loop. A loop between a universal language, Python; a universal engine, Spark; and universal storage, open table formats, that will accelerate us from simple automation to fully agentic, automated data management. This session helps D&A leaders assess ...

Analyst(s):   Aaron Rosenbaum
Premium Research Apr 2026
... Using AI hype to justify spending on infrastructure technical debt reductions is tempting for many heads of I&O, but is not justifiable or wise. Use this research to identify top priorities of other IT function leads that can create joint business cases for investment that will get funded. Insights at ...

Analyst(s):   Roger Williams
Research Feb 2026
... client? Small reasoning models (SRMs) will transform on-device intelligence, privacy, and cybersecurity with domain-specific precision, shifting the AI vendor race from LLMs to enterprise edge devices. Product leaders should invest in SRMs to deliver the next wave of GenAI solutions with advanced agentic ...

Analyst(s):   Vibha Chitkara
Premium Research Mar 2026
... To thrive amid AI-driven complexity and disruption in the future, High-Tech CSCOs should reinvent supply chain processes, upskill talent for technology enablement and build agile trust-based networks. This research will help them achieve those goals while driving resilience, innovation and competitive ...

Analyst(s):   Alejandro Santalo
Premium Research Apr 2026
... As enterprise GenAI adoption accelerates, CAEs are actively integrating this technology in audit to enhance the function’s efficiency, insight and impact. CAEs can use this library to understand how peers are using and benefiting from GenAI and build stakeholder support for promising use cases. Gartn ...

Analyst(s):   James Bourke
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