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Announcement May 19 2021
... wide data, providing more context for analytics and making artificial intelligence (AI) less data hungry. “Disruptions such as the COVID-19 pandemic is causing historical data that reflects past conditions to quickly become obsolete, which is breaking many production AI and machine learning (ML) models ...
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Announcement May 08 2024
... Contract Management Will Be AI-Enabled by 2027 Analysts Explore the Impact of GenAI on Procurement at Gartner Supply Chain Symposium/Xpo in Orlando May 6-8 By 2027, 50% of organizations will support supplier contract negotiations through the use of Artificial Intelligence (AI)-enabled contract risk analysis ...
Research Dec 2025
... Access Research Already a Gartner client? Infrastructure platforms offer opportunities to maximize value and increase flexibility, yet pose risks due to the increased complexity of managing these environments. This collection of research helps heads of I&O set up their organizations to handle this complexity ...

Analyst(s):   Roger Williams   |   Jen Lichucki
Research May 2026
... Doubling in one year, 92% of buyers are now using AI as part of their buying process. To stay ahead, high-tech executives need to rethink and revamp their go-to-market strategies — adapting to a new reality where hybrid teams of humans and AI collaborate for thorough, real-time decision making. Insights ...

Analyst(s):   Derry Finkeldey   |   Michelle Shapiro
Research Dec 2025
... 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 for data and analytics governance. Overview ...

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
Research Oct 2026
... continued evolution of Salesforce’s AI strategy. Salesforce is positioning the agentic enterprise as a central element of its platform direction, while introducing new considerations for customers related to cost, possible vendor lock-in, capability maturity and governance. CIOs must evaluate closely the ...

Analyst(s):   Saikat Ray   |   Julian Poulter   |   Adam Briggs   |   Steve Rietberg   |   Tad Travis   |   Dan Gottlieb   |   Jo Liversidge   |   Adnan Zijadic   |   Nadine LeBlanc   |   Hannah Decker   |   Gene Alvarez
Premium Research May 2024
... life science CIOs need to balance introducing cutting-edge artificial intelligence innovation with solutions that are trustworthy, safe and transparent. Adoption of AI governance best practices will help to mitigate the friction and move AI from inert to game-changing. Overview Introduction Analysis ...

Analyst(s):   Laura Craft
Research Nov 2025
... Access Research Already a Gartner client? CSCOs want to leverage artificial intelligence and advanced analytics to deliver measurable improvements in operational efficiency and asset performance across manufacturing functions. These vendors enable organizations to move from reactive problem solving to ...

Analyst(s):   Chris Campbell   |   Simon Jacobson   |   Jake Cunningham   |   Scot Kim   |   Paul Lord
Article October 30 2026
... lessons can organizations learn from AI-native startups? Gartner recommends adopting transferable practices such as starting with value drivers, deploying tiny teams, pairing technical experts with domain specialists and establishing platform teams that manage AI governance and ongoing maintenance. These practices ...
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