... software engineering leaders must adapt their governance approaches for AI-native workflows. Redesign governance processes with AI-powered risk management, adaptive context-based controls, and guardrails embedded in platforms to minimize governance risks and costs. Insights at a Glance Strategic Planning ...
Analyst(s): Akriti Kapoor | Keith Holloway
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... Key performance, risk and control indicators each help in meeting performance objectives and managing risk, but they provide a limited view of the risk landscape when used alone. Audit and risk leaders must use them together to understand and resolve drivers of increased risk exposure. Insights at a ...
Analyst(s): Enterprise Risk Management Research Team
... Access Insights Already a Gartner client? Organizations often have ad hoc approaches to legal entity management (LEM), which can result in inefficiencies, inaccuracies, missed filings, and increased costs. General counsel (GC) can use this research to build an LEM program to support enterprisewide risk ...
... Customer fulfillment/order management is a domain full of AI opportunities across agentic, GenAI and ML-based AI. This research evaluates 20 AI use cases based on business value and feasibility to help supply chain leaders of B2C and B2B organizations discover and prioritize the most beneficial use cases ...
... replaces slow, exception-driven governance with faster, defensible actions that reduce shadow practices and strengthen enterprise data and AI risk management. Insights at a Glance Impact Actions How to Execute Success Measures Gartner Recommended Reading Gartner Insights Abstract ...
Analyst(s): Guido De Simoni | Andrew Bales | Joel Backaler | Antonia Roesler | Ray Collins
... Access Insights Already a Gartner client? Store inventory management (SIM) applications are at the heart of retailers’ AI-driven inventory strategies, enabling them to granularly meet customer demand and enhance profitability. Retail CIOs should use this research to navigate the SIM landscape and prioritize ...
... runaway AI spending. Compounding this risk, Microsoft provides no mechanism to restrict access to this new harness, creating governance and cost management concerns. Overview Analysis Gartner Recommended Reading Evolving Insights History ...
... AI-driven vulnerability discovery and exploitation, such as Mythos, are exposing long-standing gaps in exposure management. Now is the moment to drive a shift toward time-based risk reduction, operational accountability, and measurable reduction in exposure windows relative to attacker speed. Insights ...
Analyst(s): Jeremy D'Hoinne | Dhivya Poole | Mitchell Schneider | Jonathan Nunez
... evaluating and selecting cost management initiatives for I&O. This guide will help you: Identify and implement cost management initiatives. Communicate the benefits and impacts of the cost management plan. Minimize disruption to normal business operations and mitigate other cost-management-related risks. Prepare ...