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Research Dec 2021
... Access Insights Already a Gartner client? IRM continues to be a dynamic market. Use-case expansion, vendor consolidation, and innovative approaches to risk and compliance activities are drivers of the evolving vendor landscape. Technology and service providers should assess where they need to build, ...

Analyst(s):   Elizabeth Kim
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Research Dec 2021
... Access Insights Already a Gartner client? The emotion artificial intelligence technologies market is still recovering from the pandemic crisis. Hybrid work modes and customer experience initiatives are important drivers for emotion AI adoption, albeit privacy concerns remain. Overview Analysis Product ...

Analyst(s):   Annette Zimmermann
Research Feb 2026
... incorporating embedded, physics-aware AI is essential for energy companies’ journey toward autonomous operations. Energy CIOs can use this research to guide planning and decision-making. Insights at a Glance Impact Brief Actions and Cautions How to Execute Success Measures Gartner Recommended Reading Gartner ...

Analyst(s):   Ricardo Chang   |   Lloyd Jones
Research Jan 2026
... client? Data and analytics leaders must evolve DataOps practices to deliver AI-ready data or risk systemic model failures and wasted investment. This guide details how to embed continuous data validation, governance and alignment across pipelines to support AI use cases. Insights at a Glance Impact Brief ...

Analyst(s):   Robert Thanaraj   |   Michael Simone
Research Jan 2026
... Insights Already a Gartner client? The path to optimizing martech utilization often involves decommissioning underused or redundant applications. This guide outlines a structured process for CMOs to decommission martech, with the goal of improving operational efficiency, reducing costs, and minimizing compliance ...

Analyst(s):   Suzanne Schwartz
Premium Research Feb 2026
... approaches to artificial intelligence (AI)‑enabled workforce and workload allocation. It outlines the workforce management challenges, ethical frameworks guiding AI decisions, and benefits and risks encountered with AI‑driven allocation within member organizations. Overview Summary of Results Survey Results ...

Analyst(s):   Consult the Board Research Team
Research Dec 2025
... transformation efforts and low adoption of implemented changes. Leverage insights from the 2025 Gartner survey on organizational change management to guide your change journey. Insights at a Glance Impact Brief Actions and Cautions How to Execute Success Measures Gartner Recommended Reading Gartner Insights ...

Analyst(s):   Aditi Pant   |   Cynthia Phillips   |   Shawn Murphy
Research Dec 2021
... sales force automation market grew 11.1% to an estimated $7.8 billion in 2019. Vendors improved usability, forecasting and guided selling. Our evaluation of 15 vendors will help application leaders choose the solution that best meets their sales execution requirements. Market Definition/Description ...

Analyst(s):   Tad Travis   |   Ilona Hansen   |   Adnan Zijadic   |   Melissa Hilbert
Research Feb 2026
... Planning Assumptions Market Definition/Description Magic Quadrant Vendor Strengths and Cautions Ab Initio Software Acceldata Anomalo Ataccama CluedIn DQLabs Experian IBM Irion Precisely Qlik Salesforce (Informatica) Soda Inclusion and Exclusion Criteria Evaluation Criteria Context Market Overview Gartner ...

Analyst(s):   Divya Radhakrishnan   |   Sue Waite   |   Amy Bickel
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