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Research Mar 2026
... ensure that governance efforts are aligned with business objectives. By adopting these principles, data and analytics leaders can apply their governance structure more consistently and effectively across data and analytics initiatives in their enterprise. Insights at a Glance Impact Brief Actions How to ...

Analyst(s):   Lulu Wang
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Research Apr 2026
... Access Insights Already a Gartner client? The unique power and cooling demands of AI strain existing data centers, creating barriers to on-premises adoption. Heads of I&O should use prefabricated modular data centers to achieve usability rapidly, supporting capacity build-out while prioritizing optionality ...

Analyst(s):   Mark Jaggers   |   Autumn Stanish
Research Dec 2020
... The most important architecture competencies today may be different from expected. Enterprise architecture and technology innovation leaders can use this overview of our 2020 survey to briefly understand the types of architect competencies they should invest in to maximize architect success. Recommended ...

Analyst(s):   Enterprise Architecture Research Team
Research Oct 2013
... quickly generate a customized timeline for establishing and maturing an enterprise architecture (EA) function. It can be used in conjunction with the our EA in a Box: A Step-by-Step Guide to Establishing Enterprise Architecture. Gartner Insights Abstract ...

Analyst(s):   Enterprise Architecture Research Team
Premium Research Sep 2025
... Data observability tools are essential to ensure reliable data pipelines across data ecosystems and support data and AI initiatives. This research offers D&A leaders best practices for boosting data readiness by using observability tools to monitor, diagnose, and resolve issues across the entire data ...

Analyst(s):   Melody Chien
Research Nov 2025
... Access Research Already a Gartner client? AI clusters are raising power demand, tightening capacity, and inflating overall costs that spill into non-AI infrastructures. Infrastructure pPlatform lLeaders Heads of I&O should treat power as a first-class constraint: segment AI from enterprise workloads, ...

Analyst(s):   Jason Donham   |   Chirag Dekate
Research Feb 2026
... Access Insights Already a Gartner client? Total worldwide revenue for data center hardware integrated systems is forecast to grow at a 6.9% CAGR from 2024 through 2029 to reach $28.7 billion by 2029, due to increasing AI workloads and operational efficiency and resiliency. Hyperconverged integrated systems ...

Analyst(s):   Amit Goyal   |   Andrew H Kim   |   Suzie Low
Premium Research Nov 2025
... Customer lifetime value helps improve acquisition, cross-sell, and retention initiatives. However, CMOs struggle to identify opportunities to use LTV. A short-term view of marketing’s impact can lead to erroneous decisions without a more comprehensive approach to marketing measurement using LTV. Gart ...

Analyst(s):   David Walters
Premium Research Dec 2025
... This workshop-in-a-box toolkit gamifies the process of marketing dashboard improvement, and includes four prebuilt exercises and a prompt card deck containing categorized dashboard top practices. CMOs and their teams can utilize this toolkit and card deck to enhance new or existing dashboards in a r ...

Analyst(s):   Joseph Enever
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