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Research Mar 2025
... Access Research Already a Gartner client? Generative AI workflow orchestration is an emerging concept that leverages advanced AI techniques to automate and optimize complex workflows. Product leaders must immediately capitalize on the new business opportunities created by these innovators to create new ...

Analyst(s):   Vibha Chitkara   |   Danielle Casey   |   Eric Goodness   |   George Brocklehurst   |   Anushree Verma   |   Ethan Cai   |   Ray Valdes
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Premium Research Aug 2026
... inputs from 25 Data and Analytics Research Board and Gartner Research Board for Global CIOs members on their approaches to managing the costs of generative AI (GenAI) token consumption, such as token allocation and controls, consumption visibility, and key challenges of managing token-based pricing models ...

Analyst(s):   Consult the Board Research Team
Q&A June 28 2023
... portfolio that are linked to circular initiatives. Q: Can generative artificial intelligence (AI) help to enhance the circular economy in IT? A: Generative AI is already impacting the electronics industry across several areas. For example, in material science, it can be used to design more sustainable ...
Research Aug 2024
... to the scarcity of available talent, organizations will need to reskill existing IT operations personnel to facilitate the support and usage of generative AI within I&O. I&O leaders can use this research to help IT operations build the skills needed to leverage GenAI for value-added support. Overview ...

Analyst(s):   Cameron Haight   |   Manjunath Bhat
Premium Research Oct 2024
... The enterprise adoption rate of generative AI in China significantly lags behind global benchmarks. Data and analytics leaders should recognize the underlying challenges such as model capabilities and AI-ready data and prepare for the upcoming opportunities. Overview Introduction Impacts and Recommendations ...

Analyst(s):   Ben Yan   |   Mike Fang   |   Tong Zhang
Premium Research Aug 2025
... Overlooked risks and unintended consequences of GenAI could disrupt operations, ethics, security and value realization. CIOs should understand the second- or third-order effects of GenAI adoption and address its hidden challenges proactively to safeguard their organizations’ competitiveness and resi ...

Analyst(s):   Arun Chandrasekaran
Premium Research Apr 2024
... Artificial intelligence has immense potential to improve the lives of people around the world. A successful AI needs to be accurate, robust and reliable. Data and analytics technical professionals should follow the best practices outlined in this analysis to build successful AI solutions. Overview Analysis ...

Analyst(s):   Birgi Tamersoy
Research Sep 2026
... Access Insights Already a Gartner client? Healthcare buying is unique, and it is often unclear how to apply best-practice marketing strategies. Medtech CMOs can use this research to better drive revenue by using healthcare-specific enterprise and buyer personas, job titles and buying roles across the ...

Analyst(s):   Alan Lopez
... for Successful AI Adoption Montree Thirasakthana, EVP at Thai Life Insurance Public Company Limited, shares how Gartner’s expertise and resources guided their AI strategy and helped modernize their technology ecosystem for future success. Mission-critical priority Establish a robust AI strategy, governance ...
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