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Research Nov 2025
... Enterprise IT is being redefined, not just enhanced, by AI. This transformation spans every layer: from AI-native infrastructure and self-healing operations to autonomous self-service assistants and new governance challenges around shadow AI. CIOs are at the center of this shift, tasked with rethinking ...

Analyst(s):   Arun Chandrasekaran   |   Nitish Tyagi   |   C.A. Swan   |   Rajesh Kandaswamy   |   Mark Margevicius   |   Joe Antelmi   |   Deepak Seth
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Premium Research Jul 2025
... Data and analytics governance programs often fail due to not being set up for effective execution. The charter document is critical to outlining the governance model and roles to ensure the program’s success. This Toolkit provides charter templates and a guide to create a document that focuses on business ...

Analyst(s):   Sarah Turkaly   |   Nate Novosel
Premium Research Nov 2025
... ABI platforms unify and analyze data from multiple sources, empowering organizations with AI-driven tools for actionable insights, collaboration and informed decision making. This note guides data and analytics leaders to learn from ratings and reviews by their peers shared on Gartner Peer Insights. ...

Analyst(s):   Peer Community Contributor
Premium Research Nov 2024
... Artificial intelligence initiatives have experienced a significant number of missteps due to poor or nonexistent governance. Here, we provide an abbreviated version of Gartner’s frameworks for AI governance. Overview Gartner Recommended Reading Gartner Research ...

Analyst(s):   Frances Karamouzis
Premium Research Oct 2025
... Application architects across all industries are dealing with SharePoint document management and governance challenges. To address these issues, organizations need to apply the following best practices to master information architecture design within SharePoint Online. Overview Analysis Recommendations ...

Analyst(s):   Taylor Satterfield
Research Jul 2026
... Salesforce Informatica Intelligent Data Management Cloud is a popular choice of data management platform among Gartner clients. D&A leaders inquire about the effectiveness of the Salesforce platform for meeting their use cases such as data foundation, semantic enrichment, domain enablement and agentic ...

Analyst(s):   Nina Showell   |   Robert Thanaraj
Premium Research Aug 2026
... inputs from nine Technology Infrastructure Research Board members on their operating models for AI oversight, enterprise visibility into AI assets, tooling strategies for AI control, and barriers to maturing AI oversight capability. Overview Summary of Results Survey Results Detail Gartner Insights Abstract ...

Analyst(s):   Consult the Board Research Team
Research Aug 2026
... Access Insights Already a Gartner client? To address AI-driven data hoarding and generation, cybersecurity leaders must deploy a pragmatic retention framework. This research outlines the implementation of risk-based retention policies with clear metrics that weigh risks against actual utility, to systematically ...

Analyst(s):   Stefan Dumitrescu   |   Nader Henein   |   Shadrock Roberts
Premium Research Sep 2026
... Organizations are challenged balancing between innovation, risk and accountability as agentic AI adoption accelerates. This research explores how CIOs and AI leaders can apply eEnterprise AI gGovernance to scale agentic AI with confidence, enable responsible adoption and achieve lasting business outcomes. Insights ...

Analyst(s):   Sarah Davies   |   Remi Gulzar
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