Served live from the surfacenet_admin mirror by
scripts/dashboard_server.py. All revenue figures use the canonical 8-status
"Orders We Count" filter; net revenue = product + shipping (ex tax).
The RJMetrics executive dashboard rebuilt: all-time and 30-day revenue, orders, AOV, new customers, quarterly trends, top items.
Channels, geography, sheet sqft by brand, the quote pipeline, and top items by quantity.
Repeat rates, cohorts, lifetime value, customer groups, and top customers.
The custom vanity-top category: the web-vs-phone channel story, order-value distribution, geography, and customer type.
Annual insurance-audit revenue table (policy years), sales tax by state by quarter, California sales.
Margin truth (book vs order-recon), shipping economics and the per-sqft freight benchmark, product mix, brands, surplus health — with data-backed suggestions.
Annual revenue, margin and channel mix, 2020 onward — the first live-data dashboard built on the mirror.