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Research Jul 2026
... Access Insights Already a Gartner client? Organizations with existing D&A governance programs must decide how to establish AI governance, define clear lines of accountability, and follow appropriate routing and escalation procedures. D&A leaders should prioritize creating governance models that minimize ...

Analyst(s):   Nate Novosel   |   Dalia Naguib   |   Joel Backaler   |   Claire Song   |   Lulu Wang
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... •What drives success for the data and analytics (D&A) function •How organizational design impacts D&A effectiveness and business outcomes •The implications for D&A roles, skills and team structure •Strategies to balance agility and consistency as D&A initiatives scale The business potential of data ...

Analyst(s):   Jorgen Heizenberg
Research Mar 2026
... Access Insights Already a Gartner client? AI has accelerated the imperative for data governance efforts to succeed. In the quest for trust in data and trust in its use, D&A leaders must rebrand data governance as a team sport and embed both data governance and cultural change management into business ...

Analyst(s):   Sally Parker
Premium Research Apr 2026
... catalog and execution of the data governance program. Insights at a Glance Issue Context Impact Brief More Detail Contributors Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Jason Medd
Research Apr 2026
... Access Insights Already a Gartner client? Traditional command-and-control governance fails to meet the speed and scale of digital business, resulting in nonengagement and resistance. D&A leaders must adopt adaptive governance by tailoring decision-making rights to specific business scenarios and ensuring ...

Analyst(s):   Amy Bickel
Research Jan 2026
... Access Insights Already a Gartner client? Microsoft 365 governance tools add advanced management and governance capabilities beyond what’s available in standard M365 admin centers. IT leaders can use this market guide to navigate a fragmented but increasingly popular market of tools to reduce overhead ...

Analyst(s):   Dan Wilson   |   Lina Al Dana   |   Max Goss
Research Oct 2026
... toward removing governance and data blockers that stall value, they can improve their production success rates. Insights at a Glance Analysis Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Alana Nolan   |   Fred Ganter
Premium Research Mar 2026
... leaders often conflate D&A governance with data management, leading to misaligned expectations and weak program outcomes. This research clarifies their distinct nature and interdependencies — enabling leaders to build effective, business-driven D&A governance programs. Insights at a Glance Strategic Planning ...

Analyst(s):   Mark Beyer   |   Anurag Raj
Premium Research Apr 2026
... Successful data and analytics governance programs are driven by business outcomes and deliver the critical value that organizations need. D&A leaders can use this guide to establish a governance program that aligns to business priorities and enables strategic use of D&A. Overview Steps Contributors ...

Analyst(s):   Anwar Mirza   |   Divya Radhakrishnan   |   Cameron Roche
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