... The growing adoption of AI has elevated the risks of flawed decision making due to inconsistent solutions and immature technology. To effectively mitigate such risks, data scientists and AI architects must integrate appropriate governance controls directly into the AI architecture. Overview Strategic ...
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... The Open Semantic Interchange partnership aims to deliver semantic layer interoperability by standardizing metadata used for analytics and BI. This facilitates a composite semantic layer approach, providing portability, consistency, and reusability of semantic logic across analytics, agents, and app ...
Analyst(s): Georgia O'Callaghan | Christopher Long | Andrés García-Rodeja
... Leaders responsible for AI are managing AI initiatives and tracking AI techniques and trends across broad business areas. This research maps AI use cases to mainstream AI techniques and emerging AI trends to help leaders manage AI portfolios and technical roadmaps. Insights at a Glance Issue Context ...
Analyst(s): Ben Yan | Gabriele Rigon | Maryam Hassanlou | Leinar Ramos
... for Global CIOs members regarding their artificial intelligence (AI) investments and usage. It describes members’ current and planned investments in AI capabilities, the tools used in various AI-related areas, and their participation in supplier-hosted generative AI (GenAI) pilot programs. Overview Summary ...
... need to fund sovereign alternatives, maintain backup capabilities or support regional operations that appear less efficient on paper. Rearchitect your AI products around model optionality by defining primary, fallback, restricted and sovereign routes for every critical feature. Organizations that make ...
... product leaders can develop vertical AI solutions: AI systems tailored for specific markets or industries, outlining the limitations of generic language models in high-stakes, regulated, or dynamic environments and describes an AI mesh approach to deploy vertical AI. Insights at a Glance Strategic Planning ...
Analyst(s): Gregor Petri | Scot Kim | Will Rice | Amresh Nandan | Jonathan Davenport | Pablo Arriandiaga | Peter Liu
... Access Insights Already a Gartner client? Enterprisewide AI literacy lags technology, hindering ROI. CIOs can close the AI value gap by institutionalizing an approach to build measurable competencies — critical thinking, structured prompting, and discernment — through repeatable exercises incorporated ...
... AI literacy is crucial for AI adoption and workforce upskilling and is now rapidly becoming a legal mandate. Data scientists must partner with AI architects and business leaders to develop and implement an AI literacy program focused on business outcomes and value creation from AI implementations. Overview ...
... experimentation. The Gartner Top AI Insights report help GCs answer four critical questions: What role should legal play in AI governance? How can legal proactively manage AI risks and regulatory compliance? Which Generative AI use cases deliver immediate value? How can legal departments position themselves ...