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Research Aug 2026
... Access Insights Already a Gartner client? Data centers are long-term investments, and managers must ensure flexibility in data center infrastructure designs to accommodate evolving technologies, including quantum computing and diverse cooling systems, while avoiding overinvestment in a single area that ...

Analyst(s):   Autumn Stanish   |   Mark Jaggers   |   Henrique Cecci   |   Gaurav Gupta
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Article August 27 2025
... industries with traditional business intelligence tools, closed data ecosystems and conventional architectures. Their strength is in operational efficiency. As their business is not data-driven, they hesitate to invest in AI-ready data practices, which they perceive as risky. They consider D&A a cost ...
Premium Research Jul 2024
... solution. Architecture Brief Architecture Use Cases Architecture Diagram Architecture Capabilities & Components Exploratory and Training Data Sources Transactional Sources Model Development Sandbox Feature Management Model Training ML Artifact Management Model Deployment and Execution Key Architecture Principles ...

Analyst(s):   Sumit Agarwal
Premium Research Nov 2024
... intelligence to drive growth, but expectations cannot be met without quality data that meets AI use case requirements. Heads of enterprise architecture can use this research to establish a role in coordinating AI-specific data processes and governance. Overview Conclusion Gartner Recommended Reading Presentation ...

Analyst(s):   Aditya Krishna   |   Auria Asadsangabi
Research Feb 2025
... Already a Gartner client? Understanding data requirements for AI solutions is crucial for successful outcomes. Heads of EA and their teams should use this research tool to guide data discovery and analysis to support model selection for AI-assisted reference architecture generation. When to Use Directions ...

Analyst(s):   Andrei Razvan Sachelarescu   |   Darin Stewart   |   David Sugden
Webinar On-Demand
... Singapore (10/27) CEOs have given finance the responsibility of driving greater use of data in decision-making, but most teams have encountered an age-old challenge: Human nature. People remember stories more easily than data. However, how do you tell a story when you’re no longer there to deliver it? Join ...

Analyst(s):   Clement Christensen
Research Sep 2021
... Enterprise architecture and technology innovation leaders can use this case study to learn how TC Energy moved from data silos to a shared enterprise data lake. This approach democratized data access and reduced duplication to make data more usable for business users across the enterprise. Gartner Insights ...

Analyst(s):   Enterprise Architecture Research Team
Webinar On-Demand
... modernize with purpose: reframing the mandate, implementing AI‑ready architectures, transforming operating models and shifting to outcome‑based metrics. Discover how to connect modernization investments to AI outcomes, make smarter architecture decisions and drive measurable enterprise value. •Learn how to ...

Analyst(s):   Sham Gill   |   Robert Hetu
Premium Research Aug 2026
... Gartner’s Market Share and Forecast DataHub helps clients analyze data by IT market, technology segment, region, and vendor performance to assess position, identify growth opportunities, and support strategic decisions. When to Use Directions for Use Gartner Insights Abstract ...

Analyst(s):   Rounak Bhattacharyya
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