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Premium Research Feb 2026
... hybrid (federated), or decentralized AI governance operating model is a critical strategic decision. AI leaders must prioritize clear decision rights, accountability, and delegated authority to enable innovation and risk management as AI maturity grows. Insights at a Glance Strategic Planning Assumption ...

Analyst(s):   Svetlana Sicular   |   Whit Andrews   |   Mike Rollings
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Research Feb 2026
... Access Insights Already a Gartner client? One of the CIO’s biggest challenges is to ensure compliance with IT governance. An inclusive approach establishes feedback loops for open communications and reduces the natural friction between those who mandate the guardrails and those who must work within them ...

Analyst(s):   Janelle Hill
... 21 critical privacy activities - which matter most? Privacy leaders continually seek ways to improve their processes and drive greater business impact, but competing priorities make it difficult to focus on the highest-impact areas. Discover how to accelerate privacy maturity and performance in the a ...
Premium Research May 2026
... AI agent adoption outpaces governance, exposing enterprises to major risks. Delivering agent governance at the speed of AI requires that AI leaders shift from relying on manual processes to platform-neutral guardian agents to ensure unified visibility, active runtime controls, and strategic resilience ...

Analyst(s):   Avivah Litan   |   Meghan Hollis   |   Daryl Plummer   |   Sarah Davies
Premium Research Jul 2026
... “AI governance” is a widely used term but inconsistently defined, creating confusion about which products are best fit for a given need. CISOs and the leaders responsible for AI must clarify what they require from their AI governance and usage control tools to avoid wasting money on incomplete products ...

Analyst(s):   Lauren Kornutick   |   Joel Backaler   |   John Watts
Research Aug 2024
... expectations on cyber GRC leads to fragmented approaches and scant investment. This research helps security leaders use cyber GRC tools to streamline governance, risk and compliance processes through rapid data collection, integration, monitoring and reporting. Overview Strategic Planning Assumption Introduction ...

Analyst(s):   Michael Kranawetter   |   Jie Zhang
Premium Research Jun 2026
... To scale AI safely and avoid duplicative spend and governance failure, leaders responsible for AI must use-case-based AI governance and deploy a portfolio of interoperable guardrails across data, models, and agents. No single vendor can deliver end-to-end secure, trustworthy and safe AI. Leaders must ...

Analyst(s):   Ray Collins   |   Rita Sallam   |   Brandon Medford   |   Daryl Plummer   |   Lauren Kornutick   |   Joel Backaler   |   Meghan Hollis   |   Sumit Agarwal   |   Sarah Davies   |   Stefan Dumitrescu   |   Anurag Raj
Premium Research Jul 2026
... In the age of AI, data governance is the critical enabler of innovation, ensuring data is fit for purpose with strict thresholds for quality, security, and privacy. This brief outlines the 10 core components of data governance and maps them to a common framework, providing a roadmap for D&A leaders to ...

Analyst(s):   Amy Bickel
Premium Research Jun 2026
... responsible for AI governance play a critical role in enabling their organization’s AI-driven transformation agendas. As a result, they find themselves engaging with boards and executive leaders more frequently. To be effective, these leaders must move beyond delivering AI governance “status reports” and ...

Analyst(s):   Claire Song   |   Lauren Kornutick   |   Brian Foster
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