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Premium Research Oct 2025
... Poorly named datasets create confusion and generate errors. This research describes naming conventions for datasets that support AI use cases, engineering use cases and user-facing programs such as data literacy and data governance. Technical professionals should use these conventions. Overview Analysis ...

Analyst(s):   Joe Maguire
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Research Oct 2025
... Gartner client? The lack of security operations involvement in cloud threat detection solutions and processes is creating opportunities for exploitation. Cybersecurity leaders must unify the decisions made by cloud stakeholders to include threat detection, responsibilities, processes and tools. Overview ...

Analyst(s):   John Collins
Premium Research Oct 2025
... capabilities of NoSQL databases in one platform. This research helps data architects understand the benefits and cautions of distributed SQL databases for transactional data management workloads. Overview Analysis Guidance Gartner Recommended Reading Note 1: CAP Theorem Gartner Research ...

Analyst(s):   Lyn Robison
Premium Research Oct 2025
... capabilities of a data warehouse and data lake. Data and analytics technical professionals can leverage this assessment to identify their use cases for the lakehouse and match those use cases to a vendor’s approach to the lakehouse. Overview Analysis Guidance Gartner Recommended Reading Gartner Research ...

Analyst(s):   Prasad Pore
Premium Research Jun 2025
... As organizations migrate their on-premises systems to the cloud, technical professionals need to know the techniques for successful cloud database migrations. Data architects can use this guidance to make migration of databases to the cloud successful. Overview Problem Statement The Gartner Approach ...

Analyst(s):   Lyn Robison
Premium Research Oct 2025
... Unclear or misleading names for data artifacts create confusion and increase the chance of errors. This research provides data and analytics technical professionals with naming conventions that support AI use cases, engineering use cases and user-facing programs such as data literacy and data governance ...

Analyst(s):   Joe Maguire
Research Dec 2025
... data engineering and operational data integration. This report helps data and analytics leaders compare tools and serves as a useful starting point for choosing a product that best fits their particular use cases. Overview Strategic Planning Assumption What You Need to Know Analysis Ab Initio Amazon ...

Analyst(s):   Sharat Menon   |   Nina Showell   |   Robert Thanaraj   |   Michele Launi
Premium Research Jun 2025
... reusability. Data architects can utilize this approach to reduce the complexity and costs associated with implementation, management and maintenance for all downstream use cases, including those related to generative AI. Overview Strategic Planning Assumptions Analysis Recommendations Conclusion Gartner ...

Analyst(s):   Ramke Ramakrishnan
Premium Research Mar 2024
... Healthcare providers face strong financial headwinds, talent shortages and macro changes in care delivery models. CIOs can use this research to address four industry-defining imperatives of precision, equity, ethics and interoperability as they pursue a vision of intelligent health. Overview Why This ...

Analyst(s):   Mike Jones   |   Barry Runyon   |   Laura Craft   |   Amanda Dall'Occhio   |   ck Andrade
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