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Premium Research Jul 2025
... your GenAI strategy against top tech providers. Based on data science analysis of provider survey data, the tool identifies the key practices of leading AI providers to help tech CEOs benchmark their readiness, prioritize investments and gain a competitive edge. When to Use Directions for Use Contributors ...

Analyst(s):   Vuk Janosevic
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Podcast November 04 2025
... align both AI readiness and human readiness to capture meaningful outcomes. They discuss why many AI initiatives struggle to achieve ROI, how to measure “good enough” accuracy, and what it means to scale AI maturity without leaving your workforce behind. Tune in to discover: Why only 1 in 5 AI initiatives ...
Research Jan 2026
... Access Insights Already a Gartner client? Rapidly evolving AI use cases, pricing models and ethical implications are creating severe new commercial risks. Sourcing, procurement and vendor management leaders must adapt to new pricing structures, strengthen contractual protection and create contingency ...

Analyst(s):   Bill Ryan   |   Dawn Singer   |   Melanie Alexander   |   Jo Liversidge   |   James Chang   |   Yolanda Harris
Research Feb 2026
... connections, rendering traditional integration teams obsolete. Integration leaders must transform their strategy, skills, technology, and impact to enable the AI-native integration era. Overview Strategic Planning Assumption(s) Introduction Analysis Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Andrew Humphreys   |   Andrew Comes   |   Shrey Pasricha   |   Keith Guttridge
Research Feb 2026
... Access Insights Already a Gartner client? Container management continues to mature and meet enterprise needs while also enabling AI aspirations and potentially aiding digital sovereign strategies. Here, we make three predictions for heads of I&O on the evolution of container management. Overview Strategic ...

Analyst(s):   Dennis Smith
Premium Research Jan 2026
... messaging is rising yet scaling this while maintaining brand standards remains a challenge for product marketing leaders. This research outlines a governed AI pilot to efficiently scale personalized messaging while safeguarding brand integrity. Insights at a Glance Strategic Planning Assumption Issue Context ...

Analyst(s):   Mark Stanyer   |   Garrett Astler   |   Molly Beams
Research Mar 2026
... supplier data, missed discussion points and slow documentation. Sourcing, procurement and vendor management leaders can overcome these challenges by weaving AI into sprints to speed up decisions and improve traceability, while reducing ambiguity and dispute risk. Insights at a Glance Impact Actions Cautions ...

Analyst(s):   Andrea Lanzavecchia   |   Jess Aggio
Research Dec 2025
... Access Insights Already a Gartner client? The surge of AI agent usage has caught many tech providers flat footed with pricing models that do not effectively monetize API access. Product leaders should implement an API pricing model that offers simplicity, transparency, and predictability regardless of ...

Analyst(s):   John Santoro   |   Nicholas Carter
Premium Research Oct 2025
... Leaders responsible for AI struggle to operationalize machine learning projects in a way that ensures continuous value delivery. Risk can be reduced and long-term success can be achieved by leveraging Gartner’s three-stage MLOps framework. Overview Introduction Analysis Contributors Gartner Recommended ...

Analyst(s):   Souparna Palit   |   Afraz Jaffri
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