... underutilized content repositories. Sales operations leaders must first align DSR use cases to key opportunities to add value, then mitigate risk by creating governance and embedding DSRs into seller workflows. Insights at a Glance Strategic Planning Assumption Impact Actions How to Execute Success Measures Gartner ...
Analyst(s): Luke Tipping | Melissa Hilbert | Mark Paine
Get more from Gartner
Interested in receiving proven business and technology insights, analyst guidance, benchmarks, diagnostics and more? Connect with a Gartner representative to learn more about becoming a Gartner client.
... Access Insights Already a Gartner client? AI agent pilots stall when data and analytics (D&A) leaders cannot explain, verify or audit the decisions agents make. D&A leaders should use this research to build decision-ready agents with the traceability, governance controls and decision records required to ...
... with value to optimize ROI. By assessing the expected business impact of data agents and combining that with key cost drivers, we can implement governancefor high-iteration agents and prioritize agents with well-bounded cost characteristics and high value. Insights at a Glance Impact Actions Cautions ...
... client? Heads of I&O must shift from simple AI assistance to governed autonomy, preventing poor agent outcomes and cascading service disruptions. Build robust runtime guardrails, prospective governance, and a restructured IT operating model to scale agentic AI. Why This Matters Blind Spots What’s Around ...
Analyst(s): Nathan Hill | Joe Antelmi | Michael Wodka
... down the context debt created during the visual self-service era of analytics if they require semantic layers for all dashboards managed as data products. However, without governance, using AI agents to automate semantic layer creation could undermine much of this progress. Insights at a Glance Impact ...
... Access Insights Already a Gartner client? Most data and analytics leaders value trust-based governance but struggle to adopt it in practice. D&A leaders must establish a structured low-risk approach for adopting trust classification on selected information assets and products, helping teams prove value ...
... plateau unless shared services organizations evolve their operating model to deliver AI-driven process transformation as virtual teams, blending fit-for-purpose AI agents with human expertise and specializing in AIgovernance. Overview Strategic Planning Assumptions Introduction Future State Current State ...
... Access Insights Already a Gartner client? AI products struggle to scale due to fragmented data access, inconsistent workflows and weak governance. D&A leaders should use MCP to standardize interactions between agents and governed, AI-ready data products, enforcing consistent access patterns through machine-readable ...
... organizations operate a customized landscape with critical day-to-day competitive and governance needs. ERP leaders can use this research to better assess their situation to understand why a clean core becomes an imperative for their future ERP. Insights at a Glance Impact Actions How to Execute Success Measures ...
Analyst(s): David Penny | Johan Jartelius | Christian Hestermann