... Access Insights Already a Gartner client? Enterprises commit nonrefundable AI token spend faster than governance can track it. Like gaming arcades, AI spend is nonportable. Governance depends on how tokens are played: model tiering, consumption posture and operator proficiency, which determines the va ...
Analyst(s): James Anderson | Cesar Lozada | Robert Naegle | Galliopi Demetriou | Beleah Kollue
Get more from Gartner
Interested in receiving proven business and technology insights, analyst guidance, benchmarks, diagnostics and more? Connect with a Gartner representative to learn more about becoming a Gartner client.
... AI agent failures in production often stem from a lack of managed context, rather than limitations in LLM reasoning or harness engineering. This research helps AI architects diagnose context failures as agentic architectures scale and resolve them before they impact downstream business operations. Ov ...
... Many CSCOs struggle to demonstrate supply chain AI ROI because they focus on technology implementation and adoption rates instead of measuring AI business outcomes. To realize value from AI, use this framework connecting operating model readiness, AI implementation outcomes, and business impact. Insi ...
... GC are pursuing technology investment to scale legal work, but should maintain awareness of how these investments are complicating the larger budgeting picture. Start with these assumptions when preparing 2027 legal budget proposals. Insights at a Glance Issue Impact More Detail Gartner Recommended Readi ...
... Traditional I&O structures can struggle to support infrastructure platforms. This toolkit helps heads of I&O define roles, organizational structures, and competencies needed to deliver platform-centric I&O at scale. When to Use Contributors Gartner Recommended Reading Gartner Insights Abstract ...
... Access Insights Already a Gartner client? AI value is often limited by workforce-data challenges that technology alone cannot solve. CHROs build AI data readiness by communicating why trusted workforce data matters, prioritizing accountability and embedding trusted-data behaviors across HR. Insights at ...
... True AGI may be a decade away, but the exposures it will create and exploit are already present and at risk from existing AI capabilities. CISOs should use the media, vendor, executive and board attention on AGI as a tailwind to clear legacy cybersecurity debt and protect the organization against fu ...
... Access Insights Already a Gartner client? Vendors seek differentiation through AI to succeed, but huge variances exist in their capabilities to develop, deploy, govern and deliver value. CIOs can use this research as part of a rigorous assessment of vendors’ core and platform capabilities, technology ...
... Globalization is dead. The widespread belief that economic integration reliably fosters stability and efficiency has collapsed. General counsel must consider multiple future scenarios of how to win in a “go-it-alone” world. High-Level Overview Gartner Insights Abstract ...
Analyst(s): Suzie Petrusic | Abbott Martin | Bettina Tratz-Ryan | Tsuneo Fujiwara | Utkarsh Sharma | David Furlonger | Frank Buytendijk