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Research Jul 2025
... Access Research Already a Gartner client? Value creation from AI initiatives requires a rigorous, repeatable enterprisewide approach. The Reference Guide for AI Value features an overview of Gartner frameworks, toolkits, and approaches that enable executive leaders to review the underlying economics ...

Analyst(s):   Bhakti Laul   |   Maheen Ahmad   |   Aviral Vyas   |   Frances Karamouzis   |   Rita Sallam   |   Nate Suda
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Premium Research Nov 2025
... executives face three critical challenges in 2026: driving impact from investments in data analytics, moving AI from promise to audit performance, and improving management’s risk reflex and responsiveness to audit. Use this research to set a vision and objectives for your function. Overview Recommended Actions ...

Analyst(s):   Margaret Moore Porter
Premium Research Jan 2026
... Chief product officers must reorient their product strategy in 2026 to win the AI vendor race. They need a vision that prepares for AI ecosystem consolidation, aligns product investments with customers’ AI readiness, and focuses the product management organization’s use of GenAI tools. Overview Recommended ...

Analyst(s):   Dan Tolan   |   Chris Meering   |   Ron Burns   |   Charles Sutherland
Premium Research May 2026
... Platform engineering improves developer experience, reduces software development life cycle friction and eases the cognitive load of complex software architectures. Platform architects must adapt internal development platforms to maximize impact and mitigate risks of adopting AI-native development practices ...

Analyst(s):   Roy Triesscheijn   |   Richard Watson   |   Gary Olliffe
Research Sep 2026
... Gartner client? Vendors seek differentiation through AI to succeed, but huge variances exist in their capabilities to develop, deploy, govern and deliver value. CIOs can use this research as part of a rigorous assessment of vendors’ core and platform capabilities, technology roadmaps and service propositions ...

Analyst(s):   James Ingham   |   Sham Gill
Announcement August 03 2022
... transformational impact on digital advertising: artificial intelligence (AI) for marketing, emotion AI, influence engineering, and generative AI. The Gartner Hype Cycle provides a view of how a technology or application will evolve over time, providing a source of insight to manage its deployment within the ...
Premium Research Nov 2025
... The generative AI specialized cloud infrastructure market includes the cloud service providers focused on delivering optimized infrastructure for model training, inference and serving. In this domain, Gartner identifies major hyperscaler vendors and specialized cloud vendors focusing on AI-optimized infrastructure ...

Analyst(s):   Ed Anderson   |   Dennis Smith
Premium Research Mar 2024
... an MOA that supports their product types, selling models and deployment preferences. Overview Market Definition Market Description Market Direction Market Analysis Representative Vendors Vendor Profiles Market Recommendations Gartner Recommended Reading Note 1. Explanation of Vendor Table Categories Gartner ...

Analyst(s):   Jason Daigler   |   Sandy Shen
Premium Research Apr 2024
... can maximize operational and planning effectiveness. Overview Strategic Planning Assumption Market Definition Market Description Market Direction Market Analysis Representative Vendors Vendor Profiles Market Recommendations Gartner Recommended Reading Gartner Research ...

Analyst(s):   Steve Rietberg   |   Simon Escobar   |   Melissa Hilbert   |   Roland Johnson   |   Sandhya Mahadevan
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