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Premium Research Sep 2026
... 生成AIやエージェント型AIの利用が拡大するにつれて、CIOはトークン使用量そのものだけでなく、その利用がどのような成果やコストにつながっているかを把握する必要がある。トークン使用を評価するには、トークン当たりのビジネス価値、ビジネス成果当たりのコスト、モデルの利用構成、予算に対する利用状況、管理外AIの利用状況など、複数のKPIを組み合わせて管理することが重要である。 インサイトの要約 戦略的プランニングの仮説事項 論点 インパクト 影響 根拠 推奨リサーチ Gartner Insights Abstract ...

Analyst(s):   Tadaaki Mataga
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Research Mar 2026
... activity that takes place on, or above, the Earth. Not taking advantage of this technology will put product leaders out of a race they are already in and in a position to be surpassed by first-mover competitors. Overview Strategic Planning Assumptions Analysis Gartner Recommended Reading Gartner Insights ...

Analyst(s):   Aakanksha Bansal
Premium Research Sep 2025
... tailor agentic AI solutions to the specific needs of industries such as communications, manufacturing and finance can result in missed market opportunities. Product leaders should strategically customize agentic AI investments, prioritizing use cases addressing the unique requirements in these industries ...

Analyst(s):   Alizeh Khare   |   Anushree Verma   |   Danielle Casey   |   Aakanksha Bansal   |   Alfredo Ramirez IV   |   Akhil Singh
Premium Research Oct 2025
... AI forecasting solutions often offer similar functionality, with the real differentiators hidden behind dashboards. This makes selection difficult. Planning leaders can use the three tactics outlined in this research to uncover these solutions’ true capabilities, minimize bias and tech overpromising, ...

Analyst(s):   Pia Orup Lund   |   Jan Snoeckx
Research Aug 2025
... Research Already a Gartner client? As more employees use AI in their work, CHROs are considering if and when to evaluate employee performance differently. This piece shares the four steps organizations should take to evolve performance management for AI-driven work. Overview Introduction Analysis Gartner ...

Analyst(s):   Laura Gardiner   |   Annika Jessen
Premium Research May 2025
... scale into profitable projects. Tech CEOs of service providers can outpace their competition in the AI race by establishing a cross-functional GenAI practice to develop the competencies required to scale AI projects. Overview Analysis Gartner Recommended Reading Gartner Research ...

Analyst(s):   Arup Roy
Premium Research Jun 2025
... AI is revolutionizing cybersecurity by enabling a decisive shift from reactive defense to preemptive threat neutralization through predictive threat intelligence. Product leaders must determine if, when and how to develop or integrate these innovations into their solution roadmaps to succeed in the AI ...

Analyst(s):   Emerging Tech and Trends Security Research Team
... Analyst Managing Vice President Jim Scheibmeir, Ph.D. (systems engineering), is a Managing Vice President supporting a team of experts who could cover AI in software engineering, practices and technologies. Industry Expertise: Primary Industry: Retail Secondary Industry: Government, Manufacturing Subsectors ...
Premium Research Nov 2025
... AI agents can target many use cases, from personal productivity to mission-critical process automation, making platform choice crucial to success. Software architects choosing agent development technology must prioritize complex requirements to select from an increasingly complex platform market. Overview ...

Analyst(s):   Kyle Davis   |   Gary Olliffe
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