Build around the decisions your audience needs to make, then add filters for exploration.
Too many controls confuse users—focus on the 3–4 most impactful dimensions.
Use color or annotations to draw attention to unexpected spikes or dips.
Stack widgets vertically and surface key KPIs for viewers on tablets or phones.
Match data refresh to business needs—real-time for ops, daily/weekly for exec dashboards.
Add tooltips or a metric glossary so everyone understands definitions and sources.
Monitor activation, retention, and experiments with self-serve filters.
Run daily standups with real-time inventory, fulfillment, and SLA dashboards.
Deliver client-ready dashboards without building a custom BI stack.
Review trends, annotate questions, and drill into details during meetings.