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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.
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.
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