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Premium Research Jan 2025
... Evolving language models and software with technology innovation across chip design and fabrication will transform devices to be intelligent and autonomous, giving them decision-making capabilities without human oversight. Product leaders can find opportunities across industries and applications. Overview ...

Analyst(s):   Jon Erensen   |   Gaurav Gupta   |   Anushree Verma
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Premium Research Jan 2024
... data scarcity emerged as top challenges for AI service organizations to overcome. Product leaders must focus on improving the accuracy of their AI models and communicating the business value in terms of KPIs to drive adoption. Overview Analysis Gartner Recommended Reading Gartner Research ...

Analyst(s):   Vibha Chitkara   |   Annette Zimmermann   |   Aakanksha Bansal   |   Nick Ingelbrecht   |   Akhil Singh
Premium Research Aug 2024
... collaborative partnerships for enterprise success. Overview Strategic Planning Assumptions Analysis Gartner Recommended Reading Note 1: Types of GenAI Models, Tools and Infrastructure Gartner Research ...

Analyst(s):   Eric Goodness
Premium Research Nov 2024
... receives lackluster adoption, but drivers of successful adoption need to be in place before deployment. This toolkit’s user survey and calculation model assess workforce adoption readiness to identify areas for targeted improvement. When to Use Directions for Use Gartner Research ...

Analyst(s):   Matt Cain   |   Joe Mariano   |   Tori Paulman   |   Craig Roth
Premium Research Oct 2024
... to expand their capacity for generation fast enough. Product leaders must build power supply limitations into their data center expansion, pricing models and preferred workload planning. Overview Strategic Planning Assumption Analysis Gartner Recommended Reading Gartner Research ...

Analyst(s):   Bob Johnson
Research Aug 2021
... The shift to enterprise agile and continuous delivery models appears even more inevitable for organizations to survive in the digital business era. PMO leaders must embrace this shift now, exchanging some top-down control for feedback and learning to enable agility. Overview Recommended by the Authors ...

Analyst(s):   Lorri Callahan
Research Sep 2021
... Connected, electric and autonomous vehicles are leading to a change in how consumers use and experience their vehicles, which is opening up new business model opportunities for automakers, suppliers and tech companies. This Hype Cycle addresses technologies that CIOs need to track for the future. Gartner Insights ...

Analyst(s):   Mike Ramsey   |   Roger Sheng
Research Feb 2021
... 2 billion in 2021, with increased mobility and remote work requirements driving a good part of the growth. Overview Forecast Data Summary Forecast Model Summary Influencing Factors and Assumptions Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Christian Canales   |   Naresh Singh
Announcement May 19 2026
... capacity in anticipation of the workloads created by GenAI models and agentic workflows.” Enterprises will expand their use of both the GenAI models embedded in existing software applications and the new AI agents within multiple workflows. Model consumption will increase through multistep processes and ...
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