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Premium Research Oct 2025
... Fragmented authorization policies reduce control, complicate compliance and increase security risks. Identity architects should adopt centralized runtime authorization with decentralized enforcement and a multitiered architecture aligned to CeDeSec for improved security and regulatory compliance. Arc ...

Analyst(s):   Mehmet Yaliman
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Research Jun 2025
... Access Research Already a Gartner client? The Gartner AI Mandates for the Enterprise Survey reveals key differentiators that correlate with high AI maturity. The best strategy is to centralize some AI capabilities but lead others from the center in a hybrid model; choosing which is which is the key to ...

Analyst(s):   Whit Andrews   |   Birgi Tamersoy
Premium Research Sep 2025
... Integrating privileged access management controls into software and 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 ...

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
Premium Research Jun 2025
... The 2024 Gartner AI Mandates for the Enterprise Survey reveals most organizations of all AI maturity levels prefer a centralized operating model for their AI capabilities. However, organizational preference for hybrid and decentralized operating models varies by AI maturity. CIOs and AI leaders can ...

Analyst(s):   Birgi Tamersoy   |   Di Wang
Premium Research Aug 2025
... Security architects must work to position security at the forefront of a modern software development life cycle. This assessment covers strategies and tools that can be used to integrate application security throughout their DevOps program. Overview Analysis Guidance Gartner Recommended Reading Gartner R ...

Analyst(s):   Greg Harris
Premium Research Sep 2025
... Organizations must have a robust strategy for provisioning the data for development, training, testing, deploying and monitoring of machine learning (ML) models. This document guides data scientists on how to build an effective technical data strategy for data to deliver ML initiatives. Overview Probl ...

Analyst(s):   Cuneyd Kaya
Research May 2025
... Access Research Already a Gartner client? Fragmented data pipelines, inadequate prioritization of critical information and lack of contextual insights are hampering cybersecurity programs. Security operations leaders should integrate exposure data and threat detection, investigation and response pract ...

Analyst(s):   Mitchell Schneider   |   Jonathan Nunez
Premium Research Aug 2025
... In the wake of accelerated AI adoption, AI leaders find themselves lagging in governance. This research is a starting point, providing the blueprint for a lightweight organizational structure to deliver defensible and adaptable AI governance as well as defining key program stakeholders. Overview Intro ...

Analyst(s):   Nader Henein   |   Lauren Kornutick
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