One quarterly number almost got double-counted across two reports.
Two dashboards were quietly tracking overlapping data. Caught before it went out now there's one source of truth the reports pull from, not two that can disagree.
→ A good number is only as good as the one place it actually comes from
Great catch before it shipped. I like the “one source of truth” framing - pulling reports from one validated source makes it much harder for a duplicate dashboard to quietly skew the number again.
Threadly is a SaaS dashboard for independent sellers who need one clear workspace for products, orders, stores, and sales performance.
We focused on making commerce data feel approachable: key metrics are easy to scan, top products stay visible, recent orders are structured clearly, and product quick views give sellers deeper context without interrupting their workflow.
Created an interactive Excel sales dashboard using cleaned Superstore data. Used PivotTables, charts, slicers, and data analysis to track sales, profit, regional performance, top customers, and monthly trends.