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Premium Research Apr 2026
... Generative AI unlocks transformative capabilities, solving critical business challenges beyond the reach of traditional ML. The required AI engineering skill set is scarce and highly competitive. Data scientists who fail to acquire these advanced skills will rapidly become obsolete. Overview Strategic ...

Analyst(s):   Cuneyd Kaya
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Premium Research Jan 2025
... Organizations face challenges in the timely deployment of ML models to production due to insufficient processes and platforms used, impacting scalability. Data scientists can use this research when deploying ML projects on Google Cloud. Overview Analysis Guidance Contributors Gartner Recommended Reading ...

Analyst(s):   Cuneyd Kaya
Premium Research Feb 2024
... As interest in knowledge graphs grows, it is crucial to assess their alignment with specific use cases due to implementation complexity. Data and analytics technical professionals must evaluate the applicability of knowledge graphs for advanced data analysis and supporting decision making. About the ...

Analyst(s):   Maryam Hassanlou
Article June 10 2026
... information and access governance to protect AI data and access. Implement AI TRiSM capabilities to enable continuous monitoring, validation and enforcement across the AI life cycle. Evolve toward ongoing governance processes that operate alongside AI systems in real time. AI governance is no longer just about ...
Premium Research Apr 2026
... Enterprises are adopting generative AI for data and analytics, but many struggle to scale AI without increasing cost, inconsistency and decision risk. This explainer examines why improving prompts or adopting stronger models is insufficient and how AI agent skills provide a more scalable foundation for ...

Analyst(s):   Julian Sun   |   Fay Fei
... Related Gartner resources Gartner for Supply Chain Future of Supply Chain Supply Chain Strategic Planning Client Story How OhioHealth Manages Supply Chain Disruption Discover how Mike Holland, Vice President of Supply Chain at OhioHealth uses the Gartner global markets forecast to help his organization ...
Premium Research Aug 2024
... popularity of retrieval-augmented generation, organizations are struggling to optimize large language model applications based on RAG. The best practices in this research help data and analytics architects avoid common pitfalls and deliver production-grade RAG solutions. Overview Analysis Recommendations ...

Analyst(s):   Joe Antelmi
... of a structured compliance program without adding staff, saving time and cost while strengthening third party governance. Industry Hospitals and Health Care Revenue $40M+ Employees 51-200 employees Learn more about Gartner products for Legal & Compliance Leaders. Related Gartner resources The Future ...
... Client Story AI Driven Innovation in Higher Education Founder and CEO, Kiran Kodithala at N2N Services Inc., sought support from Gartner as they integrated AI across their product line to better serve higher education and launch innovative solutions like Lightleap AI and a fraud detection platform. ...
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