Crop intelligence
Grape yield, disease and harvest timing, by vineyard.
Heat, frost and mildew decide grape yield and sugar-acid balance. Cropin forecasts harvest windows and flags downy and powdery mildew; Walmart works with Cropin to plan fresh-produce supply.
What Cropin tracks
Yield, mildew risk and harvest windows.
Connect plot observations, Earth observation, weather and crop-specific models to production, sourcing and risk workflows.
Grapes thrive where summers are warm and dry and winters cool and wet.
Grapes are highly versatile, thrive in Mediterranean climates with warm, dry summers and cool, wet winters. Popular in fresh food shelves, grapes are cultivated globally for fresh consumption (table grapes), drying (raisins) and wine production.
Grapes hold a predominant position in terms of world fruit production, often ranking among the top fruit crops globally (e.g., 2nd or 3rd after citrus/bananas in some rankings by volume). The global grape market is valued in hundreds of billions of USD, highlighting its immense economic importance.
Grapes crop stages, in order
- 1Dormancy and pruningCanopy structure · renewal
- 2BudburstEmergence · frost exposure
- 3Shoot growthCanopy · nutrition · vigor
- 4FloweringPollination · weather risk
- 5Fruit setBerry formation · disease
- 6Berry developmentWater · size · crop load
- 7VeraisonColor · sugar · maturity
- 8Harvest readinessWindow · quality · supply
Quality grapes need precise water management and constant disease watch.
Grapes are highly vulnerable to the impacts of climate change, including rising temperatures, droughts, unpredictable rainfall, and increased frequency of hailstorms or unseasonal frosts. These factors directly affect the yield and fruit quality (sugar/acid balance. Another huge challenge is the wide array of pests and diseases that can cause significant crop losses. Commercial production of high-quality grapes often requires precise water management.
- Crop models in use
- Crop yield, Crop stage, Crop progression, Harvest window estimation, Crop health indicators, Irrigation advisories
- On disease and pest early warning
- Downy mildew, Powdery mildew
For Walmart, the aim is steady fresh supply with longer shelf life.
- A steady supply of high-quality produce with longer shelf life, at optimized rates
- Better yield forecasting, crop-health monitoring and prediction of seasonal transitions
- Retailers and CPG companies source, assess and secure supply with earlier warning
60,384acres of grapes digitized on Cropin across all programmes
Deployed in 6 countries
India, Zambia, Thailand, Mexico, Myanmar, Brazil
Further reading
- Proactive supply chain: mitigating crop shortages with AI-powered sourcing intelligenceInsight
- Agri-food leaders: adapt or perish – unlock how AI & data builds your supply chain resilienceInsight
- Cropin teams up with global retailer to help build a more climate-resilient, data-driven agriculture and a predictable food supply chainInsight
Frequently asked questions
What is Cropin’s grape crop solution, and who can benefit from it?
Cropin’s grape crop solution is a digital platform that helps manage grape cultivation using real-time data and AI-driven insights. It benefits vineyard owners, farmers, agribusinesses, and supply chain managers, enabling improved crop health, higher yields, and better harvest planning.
Why does digitization matter in the grape value chain?
Digital tools allow grape growers and agribusinesses to track crop performance, predict yields, and identify risks early. This reduces losses from pests, diseases, and climate variability, ensures consistent fruit quality, and streamlines across the entire supply chain.
What are the primary production challenges in grape farming that Cropin addresses?
Cropin addresses the key challenges in grape cultivation, like:
- Pest and disease management (e.g., powdery mildew, downy mildew)
- Water and irrigation optimization
- Climate and weather variability affecting growth and yield
- Harvest timing and yield forecasting for better operational planning
How does Cropin monitor grape crop health throughout the season?
Cropin uses a combination of AI analytics, remote sensing, satellite imagery, and field-level mobile data. This enables continuous monitoring of vine health, pest or disease stress, irrigation needs, and growth stages, allowing timely interventions to maximize yield and fruit quality.
Other crops on the platform
Grapes runs on the same platform as 400+ other crops: field records, satellite observation, weather and crop models, read together through the Crop Knowledge Grid.