Manufacturing KPI Dashboard
Build a manufacturing dashboard in Reflex with Python, database-ready workflows, polished UI, and tools for production monitoring and quality tracking.
AnalyticsOperations
Retail Dashboard
Build a retail dashboard in Reflex with Python, database-ready workflows, polished UI, and tools for store reporting and sales monitoring.
AnalyticsOperations
Use templateAbout This Template
Build a production-ready retail dashboard with Reflex and Python. This template is designed for retail managers and operators monitoring store and sales performance who need a usable app structure for store reporting, sales monitoring, inventory overview, and retail operations, not a static mockup. The app pattern includes a focused dashboard, searchable tables, detail views, validated forms, status-aware actions, empty and loading states, and database-ready state management. Use it as a starting point for a retail analytics dashboard, retail KPI dashboard, store dashboard, and retail sales dashboard while keeping full control of the Python codebase.
Frequently Asked Questions
This Reflex template reports sales, traffic, inventory health, returns, and store performance with daily and weekly KPI cards compared against targets. Store and product ranking tables support drilldown from any number.
Yes. Sales figures arrive as a DataFrame, so seeded numbers give way to live ones without touching the charts. Retailers commonly pull orders from the Shopify or Square API, or query a POS database directly through SQLModel, then feed the result to the existing charts.
KPI cards carry both actual and target values so variance is visible without a second report, and ranking tables order stores by whichever measure you choose. Targets are data you can load per store and per period.
Built-in POS reporting is fine for single-channel basics but rarely joins inventory, returns, and foot traffic, and cannot be customized. This template combines those sources and stays editable in Python.