Retail Dashboard
Build a retail dashboard in Reflex with Python, database-ready workflows, polished UI, and tools for store reporting and sales monitoring.
AnalyticsOperations
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
Use templateAbout This Template
Build a production-ready manufacturing dashboard with Reflex and Python. This template is designed for manufacturing and operations teams tracking production performance who need a usable app structure for production monitoring, quality tracking, plant operations, and manufacturing analytics, 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 manufacturing KPI dashboard, manufacturing analytics dashboard, production dashboard, and operations dashboard while keeping full control of the Python codebase.
Frequently Asked Questions
This Reflex template reports output, downtime, yield, scrap, and OEE with line, plant, shift, and product filters. A downtime issue table carries root cause, owner, and resolution status next to the trend charts.
OEE is computed in Python from availability, performance, and quality, so each component is visible next to the headline number rather than hidden in a BI formula. Adjusting how a planned stop is treated is a single edit.
Yes. Production records are read into Pandas once, so the source can change while the KPI views stay as they are. Plants commonly read from a historian or MES export into Pandas on a schedule, or query a plant SQL database directly through SQLModel.
For plant reporting, those platforms are strong but assume you adopt their data model and pricing. When you already have a historian and just need reporting your engineers can change, a Reflex dashboard reads what you have and stays in your repository.