... Many audit risk assessment questionnaires collect information but fail to inform audit planning. This research outlines three considerations that help chief audit executives design questionnaires that enable consistent scoring, stronger prioritization, and better alignment to organizational objectiv ...
Analyst(s): Shinbey Vue
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... AI-driven data risk is outpacing traditional data governance, forcing CDAOs to proactively prioritize and manage risk to prevent otherwise unexplainable failures. CDAOs must move beyond reactive fixes to intentional risk management that unifies data security requirements with business information ne ...
... Access Insights Already a Gartner client? Continuous improvement in IT is essential as AI increases pressure to enhance throughput, support and value. CIOs must build a culture where improving work is expected, surfacing issues is safe, and addressing everyday friction is actively encouraged. Insights ...
... As AI agents move into production, the challenge shifts from AI experimentation to enterprise value realization. This research explains why agent skills libraries are essential to make agents reliable, preserve business knowledge and govern adoption as fragmented development increases complexity, ri ...
... Access Insights Already a Gartner client? Most organizations struggle with inconsistent metrics. Instead of promoting a single version of the truth, use semantic layers and data catalogs to distinguish between similar metrics and guide users on when and how to use them. AI needs a context layer; D&A l ...
... Rapid AI evolution means use cases proliferate faster than effective change management plans can be developed to support them. CSCOs deploying AI should develop a change strategy that manages resources to protect investment and support key supply chain outcomes. When to Use Directions for Use Contribut ...
... AI changes the relationship between early-career and experienced workers, especially graduates entering judgment-intensive career pathways. CIOs need to redesign how these workers gain experience, and AI may provide part of the answer. Insights at a Glance Issue Impact More Detail Gartner Recommended Rea ...
Analyst(s): Nate Suda | Helen Poitevin | Tori Paulman
... AI is changing how work in total rewards is performed, shifting roles from execution to insight generation, product design, and governance. These insights enable CHROs to redesign roles and ensure total rewards functions generate value and strategic impact through human-AI collaboration. Insights at ...