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Research Jun 2025
... Research Already a Gartner client? CIOs and other digital leaders are facing pressure to rapidly build, deploy and scale AI solutions. This reference guide provides them guidance on the core components of AI engineering and how to establish the necessary foundations to design, deliver and operationalize ...

Analyst(s):   Craig Fischberg   |   Soyeb Barot   |   Arun Chandrasekaran   |   Pat Cary   |   Giorgio Santini   |   Birgi Tamersoy
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Research Jun 2025
... artificial intelligence is challenging leaders to coordinate initiatives across the enterprise. CIOs and other digital leaders can use this step-by-step guide to integrate and prioritize the resources needed to advance and scale AI initiatives across the enterprise. Overview Why This Matters Analysis Next ...

Analyst(s):   Jessica Harrison   |   Aviral Vyas   |   Janelle Hill   |   Maheen Ahmad   |   Whit Andrews
Research Jul 2025
... Access Research Already a Gartner client? Value creation from AI initiatives requires a rigorous, repeatable enterprisewide approach. The Reference Guide for AI Value features an overview of Gartner frameworks, toolkits, and approaches that enable executive leaders to review the underlying economics ( ...

Analyst(s):   Bhakti Laul   |   Maheen Ahmad   |   Aviral Vyas   |   Frances Karamouzis   |   Rita Sallam   |   Nate Suda
Article November 25 2025
... Sales Performance Metrics to Guide Your Team Comparative performance metrics can illuminate a sales team’s strengths and weaknesses — and help chief sales officers understand why top performers win. By Steve Rietberg | April 14, 2025 Sales performance metrics are a guiding light for CSOs Too often, chief ...
Research Sep 2026
... 2024 to 2:1 today. Align investments to priority segments, geographies and customer journeys, and use AI to strengthen differentiation and capture market share. Overview Strategic Planning Assumptions Analysis Gartner Recommended Reading Note 1: Manufacturing Information Note 2: Customer-Size Segments ...

Analyst(s):   Marissa Schmidt   |   Jonathan Forest
Insight April 29 2024
... different integration styles in combination to enable a metadata-driven implementation and design. A data mesh is a solution architecture that can guide design within a technology-agnostic framework. Purpose — A data fabric discovers data optimization opportunities through the continuous use and reuse ...
Research May 2026
... checkbox function that demonstrates compliance but provides no insight. This guide empowers ERM leaders to become strategic advisors, using risk frameworks to explicitly protect and propel new business initiatives, such as market entries or product launches, to secure a strategic edge. Insights at a Glance ...

Analyst(s):   Tim Faulkner
... Gartner Market Forecast Where are markets headed? How fast will the market grow and what is the market growth potential? What market assumptions stand behind a published forecast? Gartner Market Forecasts help you prioritize investments and identify growth opportunities within the IT market. They enable ...
... Gartner Market Share How is revenue allocated across a market’s leading technology providers? Market share is one of the most important metrics used by executives in any business. Through our Market Share Analysis methodology, clients understand how share is allocated among 900 technology providers ...
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