Crop intelligence.
Field-level prediction
on a global scale.
Field-level prediction
on a global scale.
Every 30 minutes, HSAT ingests billions of data points across satellite, weather, ground-truth and market signals — and turns them into answers traders, investors and procurement teams can act on.
Map. Understand. Predict.
Satellite, weather, market and ground-truth data — unified into field-level crop intelligence. 95%+ forecast accuracy across soft commodities, delivered before the trade.
Map
Every field, every crop, every country. Satellite, drone and ground surveys unified — down to 10m resolution.
Understand
Weather, policy, price, disease, logistics. Every market driver connected and updated every thirty minutes.
Predict
Area, yield and production forecasts with 95%+ accuracy, months before harvest. Validated weekly.
Field-level prediction on a global scale.
Want the weather over sugar fields in India? The latest satellite view of soy in Brazil? Market sentiment on cocoa in Ghana? HSAT delivers the world's most complete crop intelligence — unified, validated and updated every 30 minutes.
Intelligence that scales with your needs.
From daily insights to custom forecasting to real-time field management — choose the intelligence level that fits your workflow.
CropGPT
The first AI platform for commodities. Billions of data points, updated every 30 minutes — with an enterprise tier for custom, validated forecasting up to 98% accuracy.
Explore CropGPTCropManager
Field-to-factory operations for the world's largest producers. One platform for planting, harvest, logistics and forecasts — every role, every crop, every day.
See CropManagerOne source covering ten metrics is better than ten covering one.
Four layers of intelligence. One unified view.
Every forecast we deliver is cross-checked across independent economic, satellite, statistical and ground-truth models. Nothing goes out unvalidated.
Every field, every week
10m NDVI from Sentinel-2 mapped directly to crops, not generic regions. Drought index, crop stress, harvest progression, continuously.
Hyper-local, forward-looking
Real-time and predictive weather intelligence per field. Cumulative rainfall, frost risk, heat stress, tracked before competitors notice.
2,000+ surveyors
Farm surveys, field visits, pod counts, disease detection, hundreds of thousands of surveys every year, spanning every major crop and country.
Policy, supply, logistics
Earnings calls, government reports, macroeconomic signals and supply-side indicators, unified with crop data.
One source. Every driver. Validated.
- Crops, not countries.We map weather and satellite data to crops, with 10m resolution. We are not providing national averages, or data for urban centres. Our data tells you about your crops.
- Ground truth no one else has.2,000+ surveyors in 50+ countries delivering geotagged data on crop, disease, and harvests. Hundreds of thousands of field observations every year, feeding models competitors can't replicate.
- Decades of testing. Independent models.We have 20 years of back testing for every model, for every crop in every country. Every forecast uses a combination of models, including macro-economic, weather and satellite data, and these models act independently providing confidence in our results. Every output is timestamped and frozen; we never quietly revise history to look right.
- Delivered however you work.Dashboard, API, S3, database or email. Hourly, daily or weekly. Drops straight into your existing workflow, no integration project required.
Want to explore how HSAT fits into your workflow?
Whether you need daily feeds, a custom model, or a field-to-factory operations platform — we're here to help. Email the team directly and we'll come back within one working day.