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Research Jul 2026
... Access Insights Already a Gartner client? Many IT SPVM leaders invest in vendor risk management technology without first defining their objectives and process. This note outlines practical steps to align policy, process, technology, and data, and prepare teams to act on risk insights and deliver measurable ...

Analyst(s):   Tim Moran   |   Tyler Smith
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Research May 2026
... Access Insights Already a Gartner client? Asset-intensive organizations that fail to effectively use asset performance management will not achieve required asset availability, putting operations, safety, and business outcomes at risk. This research outlines how CIOs use APM to drive reliability and availability ...

Analyst(s):   Nicole Foust   |   Kristian Steenstrup
Premium Research Jun 2025
... operational excellence and product and service strategic capabilities. A mature D&A function is required to realize these capabilities. This research guides tech CEOs and their D&A leaders in establishing the cornerstones for a successful D&A function to support enterprise priorities. Overview Introduction Analysis ...

Analyst(s):   Tech CEO Research Team
Research Apr 2026
... Access Insights Already a Gartner client? AI-ready data products require overlapping data governance policies that introduce complex conflicts. D&A leaders must manage this complexity with data contracts that offer a solution that shifts governance to the data producers while supporting creation of AI-ready ...

Analyst(s):   Michael Simone   |   Thornton Craig
Research May 2026
... replaces slow, exception-driven governance with faster, defensible actions that reduce shadow practices and strengthen enterprise data and AI risk management. Insights at a Glance Impact Actions How to Execute Success Measures Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Guido De Simoni   |   Andrew Bales   |   Joel Backaler   |   Antonia Roesler   |   Ray Collins
Premium Research Apr 2025
... analytics is often positioned as a support function, and D&A leaders may struggle to communicate the direct value it creates. D&A leaders can use these insights to prioritize and sequence investments in functional capabilities to maximize the impact of D&A on company financial performance. Strategic Planning ...

Analyst(s):   Brian Foster   |   Kalpana Tokas   |   JC Martel   |   Rita Sallam   |   Akash Krishnan   |   Sayani Biswas   |   Shikha Swaroop
Research Jul 2026
... changing them feels disruptive or a site engineer bypassing a patching window to meet the production target. What does effective CPS secure behavior management look like at scale? Insights at a Glance Impact Actions How to Execute Success Measures Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Wam Voster
Research May 2026
... Access Insights Already a Gartner client? The 2025 data management software market expanded, though the traditional leaders lost share to faster-growing competitors and hyperscalers. AI-ready data demand and platform consolidation were key drivers, underpinned by a shift to cloud-native infrastructure ...

Analyst(s):   Robin Schumacher   |   Harshita Chibber   |   Sharat Menon   |   Deepali .
Premium Research Nov 2024
... Products developed by R&D contribute to an organization’s environmental footprint; meanwhile, sustainability commitments are nearing deadlines. This research tells R&D leaders what sustainability by design is and how to integrate it into product development to reduce products’ environmental impact. ...

Analyst(s):   Olivia Marino
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