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Premium Research Sep 2025
... created, maintained and used. This guide supports data architects in the crucial first phase — needs assessment and stakeholder engagement — offering steps to define objectives, map use cases, identify users and align stakeholders for lasting business impact. Overview Problem Statement The Gartner Approach ...

Analyst(s):   Lydia Ferguson   |   Amy Bickel
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Research Jun 2025
... Access Research Already a Gartner client? Security operations technology and services defend IT/operational technology systems, cloud workloads, applications and other digital assets from attack by identifying threats and exposures. This Hype Cycle helps security and risk management leaders strategize ...

Analyst(s):   Darren Livingstone   |   Jonathan Nunez
Premium Research Aug 2025
... Automating data and analytics cost optimization at scale is elusive. It requires active-metadata-assisted data fabric architecture, data ecosystems, FinOps maturity and AI agents. This research helps D&A leaders plan for automated, agentic deployment to support optimization of D&A resources for greater ...

Analyst(s):   Henry Cook   |   Adam Ronthal
Premium Research Oct 2025
... management tools but many implementations remain immature. Identity architects should evolve their AM by applying identity-first security principles to address SaaS, web, mobile and API access use cases. Architecture Brief Architecture Use Cases Architecture Diagram Architecture Capabilities & Components ...

Analyst(s):   Paul Rabinovich
Premium Research May 2025
... is fast and furious in AI and AI security, so it can be extremely challenging to stay up-to-date on the latest developments in AI security. Security architects responsible for securing AI adoption can use this research to keep their AI security strategy current. More Detail Gartner Recommended Reading ...

Analyst(s):   Dennis Xu
Premium Research Apr 2025
... zero-trust mandates, AM modernization, deeper support for legacy applications and improving resilience, demand change. This research helps identity architects to modernize their AM implementations. Overview Problem Statement The Gartner Approach The Guidance Framework Gartner Recommended Reading Note 1: Tenants ...

Analyst(s):   Paul Rabinovich
Premium Research Jun 2025
... Open table format specification transforms how D&A leaders should plan and implement a data architecture foundation for analytics. This research outlines how to effectively leverage OTFs for a broad range of data and use cases while affording scale, flexibility, cost, consistency and performance. Overview ...

Analyst(s):   Adam Ronthal   |   Michael Gonzales
Premium Research Sep 2025
... infrastructure engineering tools improves agility, security, and PAM adoption. Identity architects can use this research to evaluate just-in-time privilege tools and implement them to empower their engineering teams. Overview Analysis Guidance Gartner Recommended Reading Note 1: Core PAM Tools Note 2: ...

Analyst(s):   Nat Krishnan
Premium Research Jul 2025
... The analytics mesh paradigm is an organizational model addressing the challenges of scaling and governing distributed analytics operations. Analytics specialists should use this model to achieve consistent, compliant, and scalable analytics, maximizing ROI and supporting data-driven decision making. ...

Analyst(s):   Christopher Long
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