Dashboard Audit
Audit The Numbers People Already Use
A Presentation Room: multiple dashboards projected onto different walls. When the same metric name uses different SQL, filters, or time windows, each wall casts a different Metric Silhouette — select a number and the room clears to only that definition.
Room connected — Select A Number to clear the room to one Metric Silhouette and its queries.
Aggregation windows disagree too
Same grain, different window — still a different answer
“This Month,” “Last 30 Days,” and fiscal month all round differently at every boundary.
Calendar monthJul 1 – Jul 22
Rolling 30 daysJun 23 – Jul 22
Fiscal monthJun 29 – Jul 25
- Connect Dashboard — Looker, Metabase, or Tableau
- Select A Number — open the silhouette behind one tile
- Compare Dashboard Logic — line up grain, window, and filters
- Flag Conflicting Metric — mark a mismatch for the metric owner
- Publish Audit Report — share findings with stakeholders
A Correct Query Can Still Produce The Wrong Metric.
Illuminate The True Grain Of Every Metric.
GrainLux is the AI Semantic Data Reliability Layer between your warehouse and every model, metric, and dashboard built on top of it — grain-aware, metric-native, explainable, and deterministic.