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Premium Research May 2025
... model and its corresponding organizational model. It is important to understand their differences and the reasons for differentiating them, so that the D&A function can effectively plan to deliver better business value. More Detail Gartner Recommended Reading Gartner Research ...

Analyst(s):   Jorg Heizenberg   |   Saul Judah   |   Alan D. Duncan   |   Michael Gabbard
Research Mar 2026
... Access Insights Already a Gartner client? Data and analytics (D&A) leaders must evolve their D&A architectures into a comprehensive technology ecosystem for AI, agents and beyond. The Intelligence Capabilities Framework (ICF) provides a blueprint to identify gaps, evaluate vendors and build the necessary ...

Analyst(s):   Carlie Idoine
Premium Research Aug 2026
... Changing rating scales rarely fixes poor performance management. This tool guides talent management leaders to diagnose root causes, select best-fit rating scales tailored to their organization’s needs and implement best practices for effective calibration, bias mitigation and manager communication. ...

Analyst(s):   Grace Lee
Premium Research Oct 2026
... AI-enabled data management is evolving from passive record keeping to intelligent platforms. To maximize value, data management technical professionals need frameworks that distinguish AI capabilities (assistive, analytical, generative) from execution modes (reactive to agentic). Insights at a Glance ...

Analyst(s):   Adrianna Rockford
Research Jul 2026
... client? Strong executive and senior management relationships are critical for CAEs to boost audit quality, increase effectiveness and drive organizational impact. CAEs should use this research collection to prepare and execute an effective stakeholder relationship management program. Analysis Research Highlights ...

Analyst(s):   Tim Berichon
Premium Research Sep 2026
... work and compliance demands are increasing the urgency of automated expense management for real-time control, policy adherence and efficient cost tracking. This note guides heads of IT sourcing, procurement and vendor management to learn from the implementation experience of their peers shared on Gartner ...

Analyst(s):   Peer Community Contributor
Webinar On-Demand
... accountability, and identify critical risk levels requiring intervention. •Educate staff on the different types of technical debt and implement flexible management strategies and clear accountability into daily operations. •Build a lean governance framework that enables I&O staff to make informed decisions based ...

Analyst(s):   Katy Weber   |   Sanchi Bhat
Premium Research Aug 2026
... Today’s environment of ungovernable change demands more from a change management strategy than short-term execution support. Organizations need a change strategy that helps execute changes today and also builds the foundations for future change success. Insights at a Glance Strategic Planning Assumptions ...

Analyst(s):   Cian O Morain   |   Rebecca Lane   |   Jason Chinuntdet   |   Neal Woolrich   |   Julia McDowell
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