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Research Feb 2026
... Access Insights Already a Gartner client? Agentic AI sets new preceding requirements for data management. These new requirements can only be met if data management itself is supported by AI agents. Data and analytics leaders looking to enable agentic AI to improve business outcomes must use and inculcate ...

Analyst(s):   Michael Gonzales   |   Xingyu Gu   |   Adam Ronthal   |   Roxane Edjlali   |   Ehtisham Zaidi   |   Robert Thanaraj   |   Michael Simone   |   Nina Showell
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Research Apr 2026
... client? The demands of an AI-first enterprise are reshaping the data engineering discipline with a significant focus on agentic automation, context engineering, and managing unstructured data. To remain relevant, D&A leaders must align their data engineering practice with and for AI, as AI becomes essential ...

Analyst(s):   Michael Simone   |   Ramke Ramakrishnan   |   Robert Thanaraj
Premium Research Dec 2025
... Data and AI are reshaping the delivery of business value. To build a future-ready workforce, D&A leaders must complement data literacy with AI literacy. Employees must have the skills to interpret data, apply AI responsibly and contribute to innovation and impact. Gartner Research ...

Analyst(s):   Alan D. Duncan   |   Pieter den Hamer
Premium Research Jul 2026
... multiturn execution loops demand a fundamental rethink of infrastructure. By modernizing existing on-premises data centers, enterprises can eliminate unpredictable token-burn rates and data gravity risks from agentic AI to achieve superior performance and absolute compliance, versus migrating to the ...

Analyst(s):   Yahui Kang
... Software Engineering Leadership| AI, Automation and Emerging Technology Management M.B.A., MIT Sloan School of Management B.S., Business and Computer Science, Skidmore College Gartner,VP,10 years| MIT Sloan School of Management,Research Assistant, Center for Information Systems Research (CISR),1 years| VMware ...
Research Jan 2026
... responsibilities for data and its derived assets, inclusive of AI. Overview What You Need to Know Analysis Ab Initio Alation Alex Solutions Ataccama Atlan BigID Collibra DataGalaxy IBM Informatica Microsoft OvalEdge Precisely ServiceNow Solidatus Rule Management (Iterative) Data Classification and Tag Mgt Data Dictionary ...

Analyst(s):   Sarah Turkaly   |   Anurag Raj   |   Guido De Simoni
Premium Research Feb 2026
... announcing its intent to acquire 1touch. Heads of I&O must now pivot from managing storage hardware capacity to architecting automated, platform-agnostic data infrastructure and intelligence. Gartner Recommended Reading ...

Analyst(s):   Chandra Mukhyala   |   Jeff Vogel
Guide May 18 2023
... to realize its data and analytics goals. Common gaps include data and analytics talent, data literacy and data governance policies. Position D&A as a business function focused on value A vision for the data and analytics strategy serves to explain succinctly what it means to be a data-driven enterprise ...
Premium Research Jul 2026
... Most data and analytics leaders fail to create a “living strategy,” and instead update their strategy either as part of a regular review cycle or in response to the appointment of a new CxO. Instead, data and analytics leaders should be continually looking for events that will require an immediate update ...

Analyst(s):   Gareth Herschel   |   Alan D. Duncan
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