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Research Dec 2017
... Against the Competition? IT Key Metrics Data Research Background IT Key Metrics Data Key Industry Measures Overview Using This Research Gartner’s ITBudget Tool: Compare Your IT Metrics to Your Industry Gartner IT Key Metrics Data Series IT Key Metrics Data Source Data Variations Demographics Industrial Electronics ...

Analyst(s):   Linda Hall   |   Shreya Futela   |   Disha Badlani   |   Eric Stegman
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Premium Research Apr 2026
... RAG is the primary solution pattern for integrating organizational data with LLMs and reducing hallucinations. As organizations expand their AI initiatives, data scientists and AI architects must leverage this reference architecture as a blueprint for building scalable and reusable RAG solutions. Architecture ...

Analyst(s):   Sumit Agarwal
Premium Research Feb 2026
... environments. Architecture Brief Architecture Use Cases Architecture Diagram Architecture Capabilities & Components Control Plane Clean Room Data Analysis and Landing Zone Data Vault Dedicated/Isolated Network Software Repository Key Architecture Principles and Patterns Key Architecture Recommendations Gartner ...

Analyst(s):   Fintan Quinn
Research Jan 2022
... Data and analytics is becoming a significant catalyst for digital transformation of organizations. CSP CIOs should promote the creation of a strategy and operating model that conceives data-driven business opportunities and orchestrates organizational action. More Detail Recommended by the Authors Gartner ...

Analyst(s):   Kameron Chao
Premium Research Aug 2024
... professionals are often tasked with developing and delivering aspects of data literacy programs without understanding the full scope of these initiatives. This session examines the role of the D&A technical professional in data literacy initiatives. About the Speaker Session Description Learning Objectives ...

Analyst(s):   Georgia O'Callaghan
Premium Research Jun 2026
... This document presents, in PowerPoint slide form, the most up-to-date Gartner insights, frameworks and data points on the top issues facing GC to facilitate easy sharing and use in team or other executive presentations. Contributors Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Maesea McCalpin   |   Alissa Lugo   |   Raashi Rastogi   |   Chris Audet
Premium Research Jun 2026
... This document presents the most up-to-date Gartner insights, frameworks and data points on the top issues facing CMOs, in PowerPoint slides format, enabling easy sharing and use in board or other executive presentations. Contributors Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Janine Kanters
Premium Research May 2026
... AI-driven spend analysis automates data cleansing and classification to surface hidden savings and compliance risks. CFOs should reference this implementation guide to support leaders and teams as they assess, pilot, and operationalize this AI use case. Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Twisha Sharma   |   Philip Hechter   |   Ash Mehta   |   Alex Levine   |   Idris Evans
Research May 2020
... Manufacturing resilience in a time of extreme uncertainty will require sophisticated data analytics and collaboration capabilities. CIOs driving Industrie 4.0 programs must demonstrate leadership skills that support a cross-team data culture and information policy to overcome crises like COVID-19. Analysis What ...

Analyst(s):   Ivar Berntz   |   Alexander Hoeppe   |   Frank Ridder   |   Bettina Tratz-Ryan
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