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Premium Research Sep 2024
... The methods to add machine learning models and artificial intelligence services into applications range in capability and difficulty. Software engineering leaders can use the outlined segmentation herein to find the nexus of business use cases, tool capabilities, and their teams’ bandwidth. Gartner Recommended ...

Analyst(s):   Jim Scheibmeir
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Research Sep 2026
... Access Insights Already a Gartner client? Capgemini is the front-runner in the sovereign AI services race with ecosystem orchestration, multiplatform delivery and enterprise-scale execution. Competitors can close the gap by expanding sovereign ecosystems, enhancing open-source and advisory capabilities ...

Analyst(s):   Rene Buest   |   Fernando Pereiro   |   Luis Pinto
Premium Research Apr 2024
... AI and generative AI (GenAI) investment continues unabated. However, less than 15% of enterprises measure value using a consistent, quantifiable and traceable approach. AI leaders need to orchestrate the measuring and quantifying costs, and business results of AI initiatives for long-term success. Session ...

Analyst(s):   Frances Karamouzis
Research Apr 2026
... Access Insights Already a Gartner client? As ERP service providers embed agentic AI into their offerings, SPVM leaders must evaluate whether delivery models, controls, and commercial structures can scale autonomous agents with managed risk. This research equips SPVM leaders to assess provider readiness ...

Analyst(s):   Shubham Rathore
Article June 23 2025
... confident and proficient in AI, calling out cracks that could create competitive disadvantages. For stronger, faster AI outcomes, use Gartner’s proprietary AI Use Case Insights tool to explore, evaluate and prioritize over 500 proven AI use cases tailored to your industry. Why executive AI savvy matters Organizations ...
Research Jul 2024
... Access Research Already a Gartner client? Budget constraints, uncertainty and generative AI are key developments for this Hype Cycle. Security and risk management leaders should evaluate and adopt suitable technologies to help address these challenges and boost efficiency. Analysis Definition: Why This ...

Analyst(s):   Charlie Winckless   |   Feng Gao
Research May 2026
... Access Insights Already a Gartner client? Success in heavy industries will depend on DSMs using context-aware solutions that integrate plant data, ensure data sovereignty and privacy and accelerate adoption through agentic architectures. Product leaders need to leverage DSMs to create differentiated ...

Analyst(s):   Annette Zimmermann   |   Roberta Cozza   |   Anushree Verma   |   Samantha Searle   |   Apoorva Chhabra
Premium Research Oct 2024
... leveraged a multiple AI agent system connecting multiple applications to reinvent product configuration workflow, improving overall efficiency and raising customer satisfaction. CIOs responsible for data, analytics and AI can use a multiagent system to solve relevant generative AI use cases. Case Overview ...

Analyst(s):   Tong Zhang
Research Jul 2026
... Hype Cycle helps CIOs and AI leaders navigate innovations affecting the discipline of AI governance, including operating model, emerging risks, policies and guardrails. It will also enable AI governance organizations to deal with the explosive adoption of generative and agentic AI. Strategic Planning Assumptions ...

Analyst(s):   Lauren Kornutick   |   Var Shankar   |   Sumit Agarwal   |   Svetlana Sicular
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