... Organizations face increasing pressure to deliver AI-ready, high-quality data products rapidly, while maintaining governance and scalability. This research enables data architects to effectively augment AI capabilities across all phases of the data product life cycle, accelerating time-to-delivery and ...
Analyst(s): Lydia Ferguson | Sagnik Das
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... low-cost “standard” tokens, to autonomous agentic AI, powered by expensive frontier tokens, requires a radical shift in financial governance. CEOs must move beyond tracking simple “cost per request” metrics to managing “cost-per-result” architectures for agentic workflows. Insights at a Glance Issue Impact ...
Analyst(s): Will Sommer | Peter Havart-Simkin | Annemarie Roussel
... need visibility, benchmarking and strong governance to ensure cost optimization delivers sustainable results. Without these foundations, cost programs become reactive and fail to deliver repeatable savings. Insights at a Glance Impact Actions Cautions Prepare for Strategic IT Cost Management Success Measures ...
Analyst(s): Bryan Hayes | Cesar Lozada | Robert Naegle | Galliopi Demetriou
... Access Insights Already a Gartner client? Legacy IT governance fails to control autonomous agents. If left unchecked, this causes behavioral drift and probabilistic liability. Application leaders must implement eval-driven development and build an orchestration firewall to monitor reasoning and scale ...
... agentic AI has significantly raised end-user expectations on the participation of nontechnical users in data management tasks. To meet this expectation, chief product officers must build product capabilities that empower business teams with self-service capabilities and data teams with governance and collaboration ...
... Organizations often fail to unlock real value from AI when they focus solely on models or agents. Heads of EA must provide the full enterprise context of people, processes, data and technology, along with adaptive cross-line-of-business governance to ensure AI initiatives succeed. Insights at a Glance Issue ...
... unsustainable at enterprise scale. Cybersecurity leaders must operationalize AI-driven data classification by selecting appropriate data forAI classification, combining classification methods and ensuring human oversight to close governance and compliance gaps. Insights at a Glance Impact Brief Actions Cautions ...
... maintaining a configuration management database tool can be challenging, effective management provides valuable data that enhances IT service delivery and governance. IT operations specialists can use this research to learn how to successfully set up and manage CMDB tools. Overview Problem Statement The Gartner ...
... Organizations face increasing demand for high-quality AI assets. The AI Factory provides an end-to-end operational system that industrializes the transformation of business requirements and data into value-generating AI products, all under purpose-appropriate governance. Insights at a Glance Impact Brief ...