Report Examples

Three production dashboards I run that follow the same pattern you described: pull from multiple data sources, normalize into a unified schema, and serve a clean executive view. Each system is live and refreshes on its own schedule.

1. Executive overview, Shopify connector

KPI tiles with deltas 7-day trend charts Spike detection Drill-down per metric

Single-page executive view: revenue, orders, AOV, new customers as KPI tiles with period-over-period deltas, plus a trend line per metric with automatic spike and anomaly tagging. Same shape works as a per-property owner snapshot: revenue, occupancy, ADR, new vs returning guests, with the trend line and anomaly callouts an owner actually reads.

Executive overview dashboard

2. Financial overview & project performance

Revenue + Expenses MoM dynamics Drill-down by category Multi-period

Structured financial report with revenue KPI tiles, month-over-month change table with percentage and absolute deltas, and an expense breakdown by category. Translates directly to per-property revenue, fees, and maintenance cost rollups across a portfolio.

Financial overview dashboard

3. Pipeline activity & outcome tracking

Activity heatmap Weekly cohorts Per-item drill-down Live sync

Trend tiles, weekly bars, daily activity heatmap, and a long-form item table with status per row. Same shape works for tracking guest stays, maintenance work orders, or any per-property event stream where you want both the high-level pulse and the row-level detail in a single view.

Pipeline activity dashboard