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Premium Research Sep 2025
... Implementing a data catalog requires more than technical setup. This guide helps data architects embed access controls, naming standards and sharing policies to ensure secure, scalable and trusted metadata governance. Overview Problem Statement The Gartner Approach The Guidance Framework Risks and Pitfal ...

Analyst(s):   Amy Bickel   |   Lydia Ferguson
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Premium Research Sep 2025
... AWS provides comprehensive data management capabilities to help organizations build, scale and manage data, analytics and AI workloads. Data and analytics technical professionals can use this research to select a combination of product and services to deliver the best solution and to incrementally b ...

Analyst(s):   Ramke Ramakrishnan   |   Mayank Talwar
Premium Research Jul 2025
... Accelerated cloud adoption continues to enable enormous innovation across data management technologies; accelerated — but also caused — by the productivity brought through the embedding of generative artificial intelligence within data management solutions and infrastructure. Data and analytics lead ...

Analyst(s):   Robert Thanaraj   |   Aaron Rosenbaum
Premium Research Oct 2025
... To ensure consistent, repeatable, and secure application deployments, security architects must use policy as code to enforce governance and compliance controls for DevSecOps teams. Overview Analysis Guidance Gartner Recommended Reading Gartner Research ...

Analyst(s):   William Dupre
Premium Research Oct 2025
... Explaining AI/ML models to nontechnical stakeholders is challenging and affects their trust and adoption in production. Data scientists must adopt three practices to enhance model explanations, gain trust, and improve the responsible and ethical use of AI/ML. Overview Analysis Recommendations Conclusion ...

Analyst(s):   Maryam Hassanlou
Premium Research May 2025
... A well-architected identity governance and administration increases efficiency, enhances compliance, and improves security posture. To avoid buyer regret, IAM architects must develop a flexible IGA framework based on the desired business outcomes and how IGA fits within their IAM infrastructures bef ...

Analyst(s):   Nat Krishnan
Premium Research Sep 2025
... Organizations exploring retrieval-augmented generation often run into a critical readiness gap. Existing pipelines may not deliver fresh, context-rich enterprise data into their LLM. These insights show data engineers how to rethink ingestion, structure, quality and metadata for RAG-ready data pipel ...

Analyst(s):   Joe Antelmi   |   Mayank Talwar
Premium Research Jun 2025
... The 2024 Gartner AI Mandates for the Enterprise Survey reveals that high-maturity organizations complement their coordinated efforts by appointing dedicated AI leaders. Nearly all high-maturity organizations will have dedicated AI leaders within the next 12 months. CIOs and AI leaders can use this i ...

Analyst(s):   Di Wang   |   Birgi Tamersoy
Premium Research Jul 2025
... Vulnerability and exposure management programs struggle with increased demand for better prioritization and operationalization. They require tighter integration with existing capabilities to be able to provide a comprehensive and efficient exposure assessment. This research provides security operati ...

Analyst(s):   Steve Santos
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