Claude’s Cowork feature now builds live artifacts—dashboards and trackers—that link directly to your apps and files. Whenever you open one, it auto-refreshes to show current data without any manual steps.

The article argues that AI can now generate and manage design systems and dashboards better than humans, making manual frameworks and large UI teams obsolete. It predicts a shift from uniform, high-cognitive-load interfaces to conversational, intent-driven experiences that deliver only the insights users need.

The article outlines five steps to turn AI-generated dashboards from eye candy into actionable tools. It covers defining clear questions, matching chart types to those questions, intentional design (colors, layout, context), narrative flow, and thoughtful interactivity. It also shares prompt examples and tips to enforce these rules in any AI charting tool.

This article examines the high rate of unused and broken dashboards in organizations, highlighting how they often fail to provide lasting value. It discusses the disconnect between dashboard creation and actual usage, driven by shifting priorities and limited attention spans within teams. The piece also touches on the implications of this phenomenon for organizational behavior and project management.