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Under Active Development Live Beta-Test FoodTech & AgTech Streamlit & Python
Project in Active Development & Beta-Test

Mozz'App is currently in active development and live beta-testing on Google Cloud Run. Real-world laboratory workflows, hands-free HACCP logging, and automated WhatsApp/Telegram customer pickup notifications are undergoing live testing and iterative refinement.

Mozz'App — Artisanal Dairy & FoodTech Platform

Digitalizing the artisanal Italian dairy value chain: from customer pre-orders and just-in-time production planning to hands-free HACCP batch tracking and automated WhatsApp/Telegram customer pickup notifications.

Role
Creator & Solution Architect
Timeline
2026 · Personal Project
Cloud Infrastructure
Google Cloud Run (europe-west1)
Live Prototype
The Challenge & Problem Space

The Freshness Equation in Artisanal Dairies

Artisanal fresh cheeses—specifically spun-paste delicacies like mozzarella fior di latte, burrata, stracciatella, and ricotta—have an exceptionally brief peak freshness window. Traditional artisanal dairies (caseifici) face a chronic dilemma:

If they overproduce based on rough estimates, unsold product becomes food waste within 24 to 48 hours. If they underproduce, customers arrive to empty shelves. Furthermore, laboratory environments are damp and cheese-makers work with wet hands or protective gloves, making standard keyboard or delicate touchscreen POS interfaces impractical.

Mozz'App was created to bridge this gap by synchronizing customer pre-orders directly into an aggregate daily production schedule, providing cheese-makers with a hands-free laboratory dashboard, and notifying customers over WhatsApp and Telegram the instant their cheese is packaged.

Three Tailored Personas

End-to-End Workflow: Order ➔ Production ➔ Pickup

Client Persona

1. Customer Storefront

A frictionless mobile-first catalogue where retail customers and restaurants place customized orders in advance.

  • Custom weights (e.g. 250g, 500g, 1kg formats)
  • Reserved date and pickup/delivery time-slots
  • Pre-orders guarantee freshness straight out of the vat
  • Instant order confirmation and status tracking
Mastro Casaro Persona

2. Laboratory & HACCP

High-contrast, large-button touch interface designed specifically for laboratory tablets, wet hands, and rubber gloves.

  • Aggregates all daily orders into exact milk & curd requirements
  • Digital recipe cards and stage progression
  • HACCP batch logging (temperature, lot tracking, pasteurization)
  • Zero-touch voice/oversized button navigation
Staff & Admin Persona

3. POS & Pickup Dispatch

Countertop order management, real-time packaging verification, and automated customer messaging.

  • One-click customer messaging: "Your order is ready!"
  • Native WhatsApp Business & Telegram Bot integration
  • POS checkout and sales reconciliations
  • Analytics on top-selling cuts and milk consumption ratios
Core Capabilities

Engineered for Food Safety, Efficiency & Customer Delight

Automated WhatsApp & Telegram Dispatch

When cheese finishes spinning and packaging, staff click 'Pronto Ritiro'. An automated webhook fires instant notifications to the customer's phone with order details and pickup pin.

Just-in-Time Milk & Curd Calculations

Eliminates raw material waste. Based on upcoming orders, the algorithm calculates the exact hectoliters of whole cow/buffalo milk required for pasteurization each morning.

HACCP Digital Traceability

Ensures food safety compliance with automated lot assignment, milk supplier batch linking, and temperature compliance archiving ready for sanitary inspections.

Cloud Architecture

Containerized Deployment on Google Cloud Run

The solution is containerized with Docker and continuously deployed on Google Cloud Run in the europe-west1 region, delivering instant cold-start responsiveness, automatic scaling to zero when idle, and zero infrastructure maintenance.

1. Application Layer
Streamlit interactive application delivering reactive, custom-styled multi-page workflows for Storefront, Laboratory, and Point-of-Sale with custom CSS injection.
Python 3.11+ Streamlit Framework Responsive HTML/CSS Components
2. Containerization
Docker container packaging Python dependencies, SQLite database initialization, and automated PORT binding for serverless execution.
Docker Slim Linux Runtime Dynamic Port Ingestion
3. Serverless Cloud Run
Managed Google Cloud Run container service in europe-west1 with automated TLS certification, DDoS protection, and auto-scaling to zero.
Google Cloud Run region: europe-west1 Scale-to-Zero Cost Optimization
4. Messaging & Integrations
Integration with Telegram Bot API and WhatsApp Business Webhooks for real-time customer pickup notifications.
Telegram Bot API WhatsApp Webhooks JSON Payloads
Technology Foundation

Tools & Frameworks

Python 3.11 Streamlit Docker Google Cloud Run SQLite / Cloud SQL Telegram Bot API WhatsApp Business Webhooks HACCP Food Safety Traceability AgTech / FoodTech
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