Technical Innovation 2025-06-14

Ten Dashboard Anti-Patterns: Plenty of Data, Too Little Action

Ken Wu

Data Product Manager

Read Time: 6 Min

Ten Dashboard Anti-Patterns: Plenty of Data, Too Little Action

Spotting the Anti-Patterns

Too many metrics, unclear thresholds, and no action guidance are the most common issues.

Readability Fixes

Control hierarchy and color semantics to reduce visual noise.

"The future belongs to products that solve a problem and make people feel something meaningful."

Action Orientation

Each critical metric should answer what the team should do when it changes.

Review Rhythm

Dashboards need pruning and redesign every month, not endless additions.