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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
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Premium Research Oct 2025
... Identity governance and administration is the system of record for identity management, access administration, and admin-time authorization. Identity architects must design and operate IGA solutions for continuous, orchestrated, and intelligent access controls. Overview Problem Statement The Gartner Ap ...

Analyst(s):   Homan Farahmand
Premium Research Nov 2025
... governing organization-owned devices and platform-specific control sets. Security architects can utilize this research to develop a policy backed by controls to extend endpoint security to unmanaged devices. Overview Analysis Recommendations Conclusion Gartner Recommended Reading Gartner Research ...

Analyst(s):   Chris Silva
Premium Research Oct 2025
... business domains and IT. Data and analytics leaders must address cultural barriers and selectively apply data mesh principles so that it can scale effectively. Insights at a Glance Strategic Planning Assumption Evolution of Data Mesh Impact Brief How to Customize Data Mesh to Your Data Strategy Contributors ...

Analyst(s):   Michele Launi   |   Michael Simone
Premium Research Nov 2025
... poorly managed. Identity architects must deploy remote PAM tools and establish principles of least privilege and strong identity life cycle management to enhance cybersecurity. Overview Analysis Guidance Gartner Recommended Reading Gartner Research ...

Analyst(s):   Gautham Mudra
Premium Research Nov 2025
... Application control enhances endpoint protection, yet effective deployment is challenging. This guidance helps security architects implement a structured approach that minimizes operational impact and maximizes defense across workloads and productivity. Overview Problem Statement The Gartner Approach Th ...

Analyst(s):   Eric Grenier
Premium Research Nov 2025
... Enterprise AI adoption faces challenges related to solution scalability and cost escalations. Data scientists and AI architects implementing RAG solutions must integrate cost optimization strategies directly into the solution architecture, ensuring financial sustainability as these systems scale. Overview ...

Analyst(s):   Sumit Agarwal
Premium Research Oct 2025
... Cybersecurity architects face significant challenges in implementing and enforcing controls and policies at the edge and for end users. Proper SSE deployment is critical—it reduces your organization’s cybersecurity risk exposure and is a decisive step toward achieving Zero Trust. More Detail Gartner R ...

Analyst(s):   Odie Adesina
Research Oct 2025
... questions and a pragmatic way to evaluate these solutions, ensuring they genuinely improve Threat Detection, Investigation, and Response (TDIR) program efficiency and operational outcomes Insights at a Glance Strategic Planning Assumption Impact Brief Actions and Cautions How to Execute Success Measures ...

Analyst(s):   Craig Lawson   |   Andrew Davies
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