---
title: FreshWise Studio
emoji: 🥐
colorFrom: green
colorTo: blue
sdk: docker
app_port: 7860
short_description: Bakery-focused perishable retail optimization app
pinned: false
---

# FreshWise Studio

This version adds a bakery-focused category intelligence layer.

## Added in this package
- Bakery as the featured category
- Regional comparison of operations, inventory, waste, profitability and demand
- 14-day regional demand forecast for the featured category
- Stockout / lost-sales / waste trade-off analysis
- Category-level promotion simulator
- Existing linked Region ↔ Store filters retained


## New in this version
- Executive Summary tab
- Slide-ready insights tab content
- Decision Tree visualization for high waste classification
- High/Low classification for waste, profit, and promotion effectiveness
- Decision-oriented manager structure: Overview, Executive Summary, Category Intelligence, Inventory, Promotion, Diagnose

- Advanced transfer logic: same-region first, cross-region second, ranked by distance and remaining shelf life