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Premium Research Dec 2024
... architectures that minimize the problems and harness the potential power of multicloud deployments. This document assesses multicloud architecture options for databases and data-centric solutions. Overview Analysis Guidance Gartner Recommended Reading Note 1: Hybrid Cloud, Multicloud and Intercloud Taxonomy ...

Analyst(s):   Lyn Robison
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Premium Research Apr 2024
... of managing the rapidly increasing volume and diversity of data generated at the edge. This research assists data and analytics leaders in planning for this shift, providing recommendations on data persistence, distributed data architectures, and governance in edge environments. Overview Strategic Planning ...

Analyst(s):   Aaron Rosenbaum
Premium Research Oct 2022
... Gartner CIO and Technology Executives Survey shows CSPs prioritizing technologies for customer experience, operations and cost efficiency. As they do so to manage immediate scenarios of the triple squeeze, it is critical for CIOs to balance immediate and long-term platform operations goals. Gartner Insights ...

Analyst(s):   Amresh Nandan   |   Susan Welsh de Grimaldo
Premium Research Apr 2026
... CIOs and IT leaders should use two kinds of value stories, business value stories and human value stories, to improve influencing success. This accelerator provides storytelling structures and tools. Outcome Suggested Partners Featured Resource Step 1 Step 2 Step 3 Step 4 Gartner Insights Abstract ...

Analyst(s):   Bruce Robertson
Article July 14 2026
... What “AI-Native” Means for Enterprise Organizations An AI-native business model is a framework for embedding AI at the core of how a business creates, delivers and captures value. By Daniel Sun | July 14, 2026 What does “AI-native” mean for enterprise organizations? An AI-native business model, which ...
Article February 26 2025
... vision models to segment areas within an image for labeling. Data augmentation Data augmentation is used to flesh out data that lacks the right attributes or is unavailable due to privacy protections. Real-life data that has too little variety or volume for AI training may also benefit from augmentation ...
Premium Research Mar 2026
... on generic market benchmarks to set sales pay mix, which can overlook meaningful differences across roles. In addition to market data, this tool enables CSOs to optimize pay mix by factoring in role design, opportunity complexity and seller influence on results. When to Use Directions for Use Gartner ...

Analyst(s):   Dave Egloff
Research Mar 2025
... can improve them. Use this tool to drive stakeholder alignment and link HR outcomes to HR business capabilities and related technology markets. When to Use Directions for Use Gartner Research ...

Analyst(s):   Harsh Kundulli   |   Ron Hanscome
Research May 2026
... renegotiate or renew major IT services contracts in 2026 through 2028, they’ll be doing so in a very different market than even a few years ago. This research outlines a five-step path for SPVM leaders to treat these renewals as strategic resets and not normal procurement exercises. Insights at a Glance ...

Analyst(s):   Anurag Bora   |   Brett Sparks
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