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Research May 2021
... Themes of conversations mature organizations have with Gartner experts are an invaluable resource you can learn from and benchmark against. Application leaders can use this report to gain insights from their most mature peers as defined by Gartner Score, and improve their short- and long-term plans. ...

Analyst(s):   Peer Conversation Data Team
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Research May 2021
... The themes of conversations mature organizations have with Gartner experts are an invaluable resource you can learn from and benchmark against. CIOs can use this report to gain insights from their most mature peers as defined by Gartner Score, and improve their short- and long-term plans. Analysis Met ...

Analyst(s):   Peer Conversation Data Team
Research Oct 2026
... Insights Already a Gartner client? In the face of the coming agentic analytic storm, data and analytics leaders must create the right operating model to facilitate empowered but mostly unskilled citizen AI developers. Data and analytics leaders must use hybrid org models, cross-functional teams, and a prototype-first ...

Analyst(s):   Kurt Schlegel   |   Diarmuid Curran   |   Kjell Carlsson
Premium Research Oct 2026
... Architecture Diagram Architecture Capabilities and Components Intent Evaluation Context Retrieval Coordination Policy Enforcement Gateway Data Retrieval Context Generation Internal Data Sources Key Architecture Principles and Patterns Key Architecture Recommendations Gartner Recommended Reading Gartner Insights ...

Analyst(s):   Christopher Long
Research Dec 2024
... and staff productivity benchmarks which should be used as part of a perennial cost and value optimization program. The published information includes data collected throughout 2024 from a global audience of CIOs and IT leaders. Overview Conclusion Recommended by the Authors About This Research Gartner ...

Analyst(s):   Eric Stegman   |   Jamie Guevara   |   Shaivya Kaushal   |   Aditi Sharma
Research Dec 2024
... and staff productivity benchmarks which should be used as part of a perennial cost and value optimization program. The published information includes data collected throughout 2024 from a global audience of CIOs and IT leaders. Overview Conclusion Recommended by the Authors About This Research Gartner ...

Analyst(s):   Eric Stegman   |   Shaivya Kaushal   |   Aditi Sharma   |   Jamie Guevara
Research Dec 2024
... and staff productivity benchmarks which should be used as part of a perennial cost and value optimization program. The published information includes data collected throughout 2024 from a global audience of CIOs and IT leaders. Overview Conclusion Recommended by the Authors About This Research Gartner ...

Analyst(s):   Eric Stegman   |   Jamie Guevara   |   Aditi Sharma   |   Shaivya Kaushal
Announcement October 02 2019
... the technology develops, there will be more citizen data scientists. Gartner predicts that, by 2020, citizen data scientists will surpass data scientists in the amount of advanced analysis they produce, largely due to the automation of data science tasks. 2. Digital Culture Developing an effective  ...
Article July 22 2026
... support hinges on defined roles for data stewardship and decision logic. Designate a marketing data owner (if none exists) to be accountable for defining the data roadmap in collaboration with cross-functional peers. The data owner should have responsibility for data quality, model validation and scenario ...
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