Success story
End-to-end platform for smart winemaking
A timeline of predictive harvest models and their accuracy
- Technologies:
AI/ML, IoT, Node.js, React
- Industry:
AgriTech
- Platform:
Web
- Timeline:
6 months
The challenge
Traditional winemaking thrives on craftsmanship, but scaling it without losing precision is a complex endeavor. Many wineries struggle with transparency in their processes, inconsistent wine quality, and high production costs. Managing fermentation, lab analysis, and bottling through spreadsheets or paper logs makes it nearly impossible to react fast or maintain consistency across batches.
Our solution
We created Digital Winery — an integrated platform that connects IoT sensors, AI algorithms, and production management tools into one intelligent ecosystem for winemakers.
- End-to-end control — from grape harvest to bottling, every process is tracked and recorded.
- Smart tank management — real-time data on temperature, fill levels, cleaning status, and capacity utilization.
- AI-assisted decision making — predictive insights on fermentation behavior, blending options, and quality consistency.
- Work order system — automated task management for cellar teams, ensuring accountability and operational flow.
- Laboratory module — digital work orders for analyses, real-time results tracking, and historical data visualization.
- Inventory & cost management — data-driven planning of additives, chemicals, and resources to reduce costs.
- Analytics & forecasting — historical performance, quality metrics, and predictive yield modeling for business decisions.
The results
up to 25%
cost reduction via resource optimization and loss prevention.
up to 30%
boost in production efficiency through automation and real-time insights.
Improved consistency of wine batches through data-driven control.
Enhanced transparency — every tank, test, and action visible in real time.
Accelerated onboarding for new staff with clear digital workflows.
Actionable analytics empowering winemakers to balance quality and efficiency.
Why DFG
At Digital Future Group, we merge centuries-old craftsmanship with cutting-edge technology. Digital Winery was born from the collaboration between software engineers and professional winemakers — transforming tradition into a smart, traceable, and scalable production system.
Our approach blends AI, IoT, and user-centered design to elevate industries where precision and creativity coexist — from vineyards to vertical farms.
Beyond wine: scaling the model across AgriTech
The same digital framework can empower:
- Dairy production — real-time quality control and batch analytics.
- Breweries — automated fermentation monitoring and predictive maintenance.
- Olive oil & distilleries — end-to-end traceability and consistency assurance.
- Food processing plants — IoT-enabled operations with sustainability metrics.
Where tradition meets technology, DFG delivers the intelligence layer that turns data into craft.