Interface Lab
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Visual Foundations

Dashboard KPI Triage

Dashboard KPI Triage turns a frequent interface judgment into an executable constraint before generation.

Design Principle

Metric cards are not number displays; they are triage entry points for operations.

Principle

Metric cards are not number displays; they are triage entry points for operations.

Design action

KPI cards include value, trend, threshold, status label, and next-step entry; abnormal metrics are stronger without over-alerting.

Examples

Positive example: Sales, ops, support, finance, or product analytics dashboards need risk and change first. Counterexample: All KPI cards have identical color and weight.

Apply when

Sales, ops, support, finance, or product analytics dashboards need risk and change first. Users need to judge state, scope, risk, or next action quickly.

Source notes

Source note: Synthesized from Apple HIG, Material Design, NN/g usability principles, and layout/hierarchy practices in mature design systems. Apple HIG Layout: https://developer.apple.com/design/human-interface-guidelines/layout Material Design Layout: https://m3.material.io/foundations/layout/applying-layout NN/g Visual Design Principles: https://www.nngroup.com/articles/principles-visual-design/

Agent Directive

KPI cards include value, trend, threshold, status label, and next-step entry; abnormal metrics are stronger without over-alerting.