Power BI Dashboards for Retail Sales and Assortment KPIs
One data model for sell-through, stock cover, full-price share and returns, with definitions your buyers, planners and finance agree on before the first chart is drawn.
Retail Reporting Problems This Power BI Service Solves
Five reports, five versions of sell-through
Each team calculates the same KPI differently, so meetings start with reconciliation.
Monthly reporting rebuilt by hand
Exports, copy-paste and manual fixes take days before anyone can read the numbers.
Dashboards nobody opens
Reports answer questions nobody asked, while the questions buyers do ask stay in Excel.
No owner for a number
When a figure looks wrong, nobody knows who can explain or fix it.
What the Power BI Retail Dashboard Work Includes
From definitions to handover, in five steps.
KPI definition sheet agreed with the teams
Every measure written down with formula, source and owner.
Retail data model in Power BI
Sales, stock, receipts, returns and product attributes in one model.
DAX measures for retail KPIs
Sell-through, weeks of cover, full-price share, returns rate and margin.
Report pages built around real meetings
Weekly trade, category review and end-of-season views.
Refresh, access and handover
Scheduled refresh, row-level security per market and documentation.
Results Clients Get from Retail Power BI Dashboards
placeholder figuresmonthly reporting time removed
competing reports replaced by one model
KPIs with a written definition and owner
Tools Used in Power BI Dashboard Projects
Power BI data model and DAX
Measures, calculation groups and row-level security.
Power Query for data preparation
Repeatable cleaning of exports and ERP extracts.
Excel as the definition sheet
One place where every KPI is described.
Related Case Study: Setting Up a Weekly Retail Trade Report for a Multi-Brand Retailer
Setting Up a Weekly Retail Trade Report for a Multi-Brand Retailer
One agreed definition set and a Monday report that replaced four competing spreadsheets.
Recommendation from a Fashion Retail Colleague on Power BI Reporting
Placeholder — real LinkedIn recommendations will be added with permission“Placeholder recommendation text. Two or three sentences from a colleague on the Power BI reporting, quoted with permission once the real recommendation is in place.”
Power BI Retail Dashboard FAQ
Sales, stock, receipts and returns at SKU and week level, plus product attributes. Exports from your ERP or PLM are enough to start.
Pro is enough for most brand teams. Premium or Fabric capacity helps only with many viewers or large data volumes.
Yes, with row-level security: one report, and each market sees only its own numbers.
Discuss a Power BI Reporting Project with Tatsiana Bandziuk
Placeholder note: send me the report your team argues about most. I will reply with the definitions I would agree first.
Tatsiana