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Premium Research Oct 2025
... Geopatriation is prompting organizations to move workloads to sovereign, secure environments such as sovereign clouds and on-premises data centers. This research highlights key opportunities, risks and actions for CIOs and others responsible for innovation considering geopatriation. Overview Strategic ...

Analyst(s):   David Smith   |   Alessandro Galimberti   |   Rene Buest   |   Lydia Leong   |   Gene Alvarez   |   Gregor Petri
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Premium Research Oct 2025
... management leaders must distinguish fact from fiction. To maintain confidence in your IT vendor ecosystem, implement a structured approach to prioritize data and automate classification through technology. Overview Introduction Analysis Gartner Recommended Reading Gartner Research ...

Analyst(s):   Yolanda Harris   |   Joanne Spencer   |   James Smith   |   Charity Hooper   |   Luke Ellery
Premium Research Sep 2025
... Supply chain planning solutions enable companies to manage and share planning data across their supply chain, supporting demand forecasting to execution-level planning. This note guides supply chain technology leaders to learn from ratings and reviews by their peers shared on Gartner Peer Insights. ...

Analyst(s):   Satakshi Singh
Premium Research Sep 2025
... Data and analytics leaders must act now as AI faces rising regulatory and business demands. This research provides a practical blueprint to bridge the gap between high-level policy and AI engineering by embedding governance controls directly into technical workflows. Overview Strategic Planning Assumptions ...

Analyst(s):   Lauren Kornutick   |   Sumit Agarwal   |   Priya Sundararaman
Premium Research Sep 2025
... this benchmark to pressure-test your approach and adjust cadence to reflect your threat landscape, governance priorities, and resource constraints. Data Insights Directions for Use About This Research Contributors Recommended by the Authors Recommendations Gartner Research ...

Analyst(s):   Srinath Sampath
Premium Research Oct 2025
... engineering leaders should increase the number of AI engineers on their team and evolve existing roles to align with business priorities. Overview Data Insights Gartner Recommended Reading Gartner Research ...

Analyst(s):   Neha Agarwal   |   Raveena Gandhi   |   Luke Parker   |   Brian Minning
Research Sep 2025
... structure. Use this research to benchmark how audit departments organize teams, staff and schedule engagements, and track auditor utilization. Overview Data Insights Gartner Recommended Reading Gartner Research ...

Analyst(s):   Audit Research Team
Premium Research Nov 2025
... Organizations often experiment with machine learning by manually deploying models to show value. After initial success, data scientists and AI architects must use MLOps practices to scale ML by automating training, deployment, and monitoring. This research provides a roadmap for MLOps maturity. Overview ...

Analyst(s):   Cuneyd Kaya   |   Sumit Agarwal
Premium Research May 2025
... Gartner’s digital workplace maturity assessment data shows that 53% of digital workplaces are still modernizing their workplace infrastructure, and few have achieved great digital employee experience. Applications leaders can use Gartner’s DEX blueprint to transform work for greater business outcomes ...

Analyst(s):   Dan Wilson   |   Tori Paulman   |   Jason Wong
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