Turn raw data or an operational workflow into a clear, production-ready web dashboard built with Python and Streamlit.

What you receive: • Discovery and scope definition for one dashboard or MVP • Responsive navigation, filters, metrics, tables, and visual hierarchy • Data loading and transformation from the agreed source • Validation, empty states, and user-friendly error handling • Mobile and desktop quality checks • Deployment support and concise handoff documentation

This starter package covers one focused dashboard with a defined data source and core user journey. We agree on pages, integrations, and acceptance criteria before development begins.