... D&A Leaders must improve metadata management maturity or risk AI failure. The clear mandate from AI and GenAI solutions is to enhance metadata management capabilities across the organization. In 2025, it’s really quite simple: “No metadata? No AI!” Overview Introduction Impacts and Recommendations Gartner ...
Analyst(s): Roxane Edjlali | Mark Beyer | Melody Chien | Guido De Simoni | Thornton Craig
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... Gartner for Chief Product Officers Accelerate outcomes with AI-powered tools, on-demand insights and interactive experiences. Top questions from product leaders — and how we answer them How do I place customers’ AI needs at the center of portfolio decisions? Prioritize human connection, user value and f ...
... Access Insights Already a Gartner client? AI-powered taxonomy automation, knowledge capture, creation, and curation are making knowledge more fluid and responsive to business needs, rendering conventional KM practices obsolete. This research helps customer service and support technology leaders identi ...
Analyst(s): Jennifer MacIntosh | Pri Rathnayake | Patrick Quinlan | Drew Kraus
... Access Insights Already a Gartner client? Energy markets are evolving rapidly, outpacing legacy ETRM systems. Volatility, renewable integration and rising AI expectations intensify pressure on CIOs to modernize ETRM systems while delivering ROI. This research highlights market trends influencing ETRM ...
... Organizations are increasing investments in QMS software to enable delivery of high-quality products while maintaining compliance with industry standards. This note guides supply chain technology leaders to learn from the implementation experiences of their peers shared on Gartner Peer Insights. Over ...
... Growing complexity of third-party networks reduces the organization’s visibility into associated risks and increases exposure to compliance violations, operational disruption, and reputational damage. Internal audit professionals should use this checklist to review the organization’s TPRM program. Wh ...
... Access Insights Already a Gartner client? The effective deployment of data agents requires an understanding of core cost drivers, use cases and infrastructure demands. Data and analytics leaders should use this methodology to classify data agents by expected cost and value impact to prioritize their a ...
... Access Insights Already a Gartner client? Organizations routinely overestimate their leverage with strategically entrenched vendors. Routinely, IT products grow naturally or via acquisition by others, whereby the negotiation power shifts decisively to the vendor. Heads of IT procurement must help lead ...
Analyst(s): Mandi Bishop | James Smith | Bill Ryan
... Access Insights Already a Gartner client? Manual data and AI inventories cannot keep pace with GenAI and agentic AI adoption. Leaders responsible for data, analytics and AI must establish continuous AI discovery, documentation and accountability mechanisms to ensure defensible auditability, while impr ...
Analyst(s): Joel Backaler | Lauren Kornutick | Antonia Roesler | Claire Song