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Research Jun 2026
... Gartner client? D&A leaders are expected to deliver AI-ready data, but delivering on this promise requires modernizing the whole data engineering practice, architecture and supporting technologies. This research will guide D&A leaders in evolving data engineering to support these new requirements. Analysis ...

Analyst(s):   Roxane Edjlali
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Research Jun 2026
... lack access to reliable data for strong execution, resulting in weak decision making, inaccurate estimates, and declining confidence — with only 23% effective at enabling portfolio-level visibility. Leading PMOs address this by incorporating historical data as part of a broader data readiness strategy to ...

Analyst(s):   Faisel Pervaiz   |   Woojin Choi   |   John Williams
Premium Research Jan 2024
... Life science organizations are embracing advanced technologies, including AI, automation and digitization, to drive greater efficiency, productivity and sustainability across the entire value chain. CIOs can use these predictions to prepare for how these advances will shape the industry. Overview Strategic ...

Analyst(s):   Reuben Harwood   |   Michael Shanler   |   Animesh Gandhi   |   Jeff Smith
Premium Research Oct 2025
... As data volumes grow, data and analytics leaders increasingly struggle to efficiently create and manage AI-ready data. By implementing a data twin as a data product, you apply formal statistical sampling techniques in a governed, flexible, and reusable way. This method produces a representative subset ...

Analyst(s):   Michael Gonzales   |   Adam Ronthal
Research May 2026
... Access Insights Already a Gartner client? Critical perspective and insight from Neil Young, Senior Director Analyst Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Neil Young
Research Jul 2026
... Access Insights Already a Gartner client? Finance D&A governance is split into three trajectories: maturing execution capabilities, immature AI governance and emerging decision-centric models. CFOs must capitalize on prior investments while avoiding premature investment in immature AI-led governance a ...

Analyst(s):   Vijay Dakshinamoorthy   |   Valeria Di Maso
Premium Research Jul 2026
... While organizations rush to adopt agentic analytics, assessing agentic readiness in the D&A tech stack is essential to ensure effectiveness and avoid disillusionment. CDAOs should use this research to understand the agentic readiness of the current D&A workflow as well as where to invest to improve ...

Analyst(s):   Carlie Idoine   |   Akash Krishnan, PhD
Premium Research Jun 2026
... As data fragmentation and compliance penalties soar, delayed oversight threatens immediate operational failure. This note guides data and analytics leaders to learn from ratings and reviews shared by their peers on Gartner Peer Insights. Gartner Recommended Reading Methodology Gartner Insights Abstract ...

Analyst(s):   Peer Community Contributor
... Cloud and Data Center Infrastructure| AI Engineering and Operations| IT Operations for Technical Professionals| Infrastructure for Technical Professionals Ph.D. Candidate, Doctorate degree in Computing Science - Pernambuco Federal University - BR. M.Sc., Master's degree in Computing Science, Computing ...
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