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Research Dec 2025
... Access Insights Already a Gartner client? AI-driven changes necessitate a comprehensive governance reset, merging structured and unstructured data governance, emphasizing automation, cultural factors, and adopting zero-trust principles for AI-generated data risks, which informs our future predictions ...

Analyst(s):   JC Martel, PhD   |   Marko Sillanpaa   |   Thornton Craig   |   Sally Parker   |   Rachel O'Farrell   |   Guido De Simoni   |   Wan Fui Chan   |   Divya Radhakrishnan   |   Alan D. Duncan
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Premium Research Nov 2025
... CFOs can deploy AI-enabled teams — data engineering, MLOps, human-AI hybrid, and business translators — to improve data trust and deliver timely insights. Leaders can choose the right team structure to strengthen decisions without a full-scale overhaul. Insights at a Glance Strategic Planning Assumption ...

Analyst(s):   Ishleen Kaur Chhabra   |   Marco D'Ascoli
Premium Research Aug 2026
... CSCOs must collaborate cross-functionally to move machine customers up the executive agenda as more B2B procurement teams adopt AI buying agents for critical buying and replenishment steps. This research shares a persona-led approach to help you analyze their distinct needs and pain points. Insights ...

Analyst(s):   Simon Bailey
Premium Research Oct 2026
... industrial software ecosystem linking engineering, operations, and data for manufacturing and energy sectors. It strengthens the digital thread and industrial AI foundation, but also introduces execution risks and may reshape dynamics across the PLM market. Overview Analysis Contributors Gartner Recommended Reading ...

Analyst(s):   Brady Barnes   |   Rajan Saini   |   Marc Halpern   |   Sudip Pattanayak   |   Avinash Dev Nagumanthri   |   Nicole Foust
Research Nov 2026
... Access Insights Already a Gartner client? A new generation of AI tools for software development enables organizations to ramp up productivity gains from modest increments all the way to 10x per developer. Achieved benefits will be limited unless product leaders rethink and restructure their approaches ...

Analyst(s):   Arnold Gao   |   Ray Valdes   |   Russ Hendy
Research Aug 2025
... Access Insights Already a Gartner client? This Magic Quadrant analyzes hybrid mesh firewalls, which offer unified cloud-based management across hardware, virtual and cloud deployments. Vendors can use this research to learn about HMFs that support hybrid environments with advanced CI/CD integration, n ...

Analyst(s):   Feng Gao   |   Charanpal Bhogal   |   Rajpreet Kaur   |   Esraa ElTahawy   |   Adam Hils   |   Tiffany Taylor
Research Dec 2025
... Access Insights Already a Gartner client? AI agents are transforming data and analytics governance from manual tasks to intelligent automation. By handling routine activities like data classification and compliance, AI agents free human experts to focus on strategy and complex decisions, enabling a stronger ...

Analyst(s):   Deepak Seth
Premium Research Sep 2025
... Update or develop an AI cybersecurity policy to facilitate secure AI development, procurement, use, management and retirement across the enterprise Outcome Suggested Partners Featured Resource Step 1 Step 2 Step 3 Gartner Research ...

Analyst(s):   Tisha Bhambry   |   Tejas Kapoor
Research Jan 2026
... analytics leaders must evolve DataOps practices to deliver AI-ready data or risk systemic model failures and wasted investment. This guide details how to embed continuous data validation, governance and alignment across pipelines to support AI use cases. Insights at a Glance Impact Brief Actions Cautions ...

Analyst(s):   Robert Thanaraj   |   Michael Simone
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