... Data catalogs are an essential tool for scaling data governance, but many programs overfocus on building catalogs rather than effectively governing data. Data architects should use this research to ascertain when a data catalog would be most useful to assist a data governance program to improve both ...
Analyst(s): Jason Medd
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... Gartner First Takes Fresh insights on emerging trends Heads of EA must abandon model-level trust now that reports reveal open-source tools can strip LLM protections in minutes. With internal safety training obsolete, heads of EA must implement external capability gates and automated kill switches to e ...
... As data continues to expand, it is becoming more problematic to provide performant query access to entire datasets. The data twin, implemented as a data product, is a representative subset of the entire population that is significantly smaller. It can be reliably generated and consumed for inference ...
... real-time data processing, privacy and decision making at the edge, making it essential for infrastructure architects to grasp its requirements, deployment options and use cases. This research provides a reference architecture for deploying edge AI-capable infrastructure. Architecture Brief Architecture Use ...
... Analyst Eric Schmitt has more than 25 years of experience with data-driven advertising and marketing. Areas of expertise include strategy and planning, data and analytics, targeting, measurement, testing, identity resolution, attribution, data management, customer modeling and analytics, segmentation and ...
... Data and analytics (D&A) leaders often aim to make their organizations data-driven, yet this goal can be vague and not always tied to specific business outcomes. As D&A becomes an essential business capability, strong leadership and a clear strategy are crucial for success. Successful D&A leaders rely ...
... CDAOs must redesign data governance from a control-centric function into a system that actively enables trusted AI at scale. With more GenAI and autonomous agents, legacy governance models are becoming a primary constraint, slowing deployment, increasing risk exposure, and limiting AI value. Insights ...
Analyst(s): Cameron Roche | Dalia Naguib | Ray Collins
... Access Insights Already a Gartner client? Critical perspective and insight from Stephen Kennedy, Director Analyst. Gartner Recommended Reading Gartner Insights Abstract ...
... D&A leaders must treat strategic planning as a continuous cycle of adaptation and improvement, as static strategies will rapidly become obsolete. This strategic planning checklist provides a confidence evaluation framework enabling CDAOs to evaluate their readiness to align strategic intent with ope ...
Analyst(s): Jamie O'Brien | Alan D. Duncan | Antonia Roesler | Michael Gabbard