Cotton · Pakistan
Pakistan Infestation
We correctly identified the scale of a cotton infestation ahead of the market, enabling clients to act before the market.
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Problems we solve
Understanding Fields and Farms: The Challenge.
Accurate crop intelligence needs more than a single report or satellite snapshot — it requires integrated data, from field to global scale, constantly updated. That is what we do.
Ground Truth
Over 2,000 people worldwide capture on-the-spot intelligence from farms, verifying conditions, yields, disease, floods and risks in real time. This ground-truth data feeds directly into our models, so our forecasts are backed by real data.
Disease Detection
Our ground teams map out disease and risks, visiting 100,000 locations in a matter of weeks. Data is combined with AI and satellite analysis, mapping out diseases early — helping to manage risk.
Farm Management
Our platform tracks crops from field to factory, monitoring harvests, transport and deliveries 24/7. Integrated logistics data ensures every load is on time and every risk is managed.
95%+
Accuracy in predicting yield
Million+
Fields monitored globally
24/7
Updated every 60 minutes
Success stories
Ground truth, turned into market-moving intelligence.
Sugar · Thailand
Thailand Sugar
We mapped over 3,000 sugarcane fields in just 10 days, delivering forecasts with greater accuracy and 90% lower cost than traditional methods.
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Flooding · India
India Flood
Ground truth and satellite analysis revealed the true impact of the floods weeks before official reports — giving our clients a decisive market advantage.
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Why traditional methods fall short
Manual, fragmented, generic — the old playbook can't keep up.
01
Manual Field Inspections
Human walk-throughs are slow, expensive and only ever cover a fraction of the production base — so problems are found late.
02
Inconsistent Data Collection
Survey data arrives in different formats, on different schedules, with different assumptions — and rarely reconciles cleanly.
03
Limited Coverage
Most tools cover a single region, crop or data type — leaving blind spots across the rest of the supply chain.
04
Generic Weather
Country-level weather averages miss what's actually happening on your fields — where risk is created or avoided.
HSAT solutions for field understanding
One platform, three products — past, predictive and field-to-factory.
Past & Present
CropGPT
- Market intelligence
- Global scale, field-level precision
- Integrated intelligence
- Real-time updates
- Proven ground network
Predictive
CropGPT Enterprise
- Customised, on-demand forecasting via API or dashboard
- Custom forecasts for specific needs
- Enterprise-scale forecasting
- Secure API or dashboard access
- Flexible data refresh frequency
Field to Factory
CropManager
- Real-time field-to-factory crop tracking
- Crop maps and stress overlays
- Weather, drought, frost, flood, heat alerts
- Logistics integration
- Harvest monitoring
- Integrated mobile apps across supply chain
Ready to revolutionize crop intelligence?
Better insights, less risk — from field to factory.
See how HSAT can help you get better insights and reduce your risks — our integrated intelligence, from field to factory, is unique.
Book a meeting with the team
Frequently asked questions
Fields and farms, answered.
How does satellite monitoring work?
We ingest imagery from multiple public and commercial constellations — combining NDVI, soil moisture and thermal bands — and map every pixel to a specific crop and field boundary. Coverage is global, with refresh cycles from daily down to near-real-time in priority regions.
What resolution can you achieve?
Standard monitoring is at 10m resolution; priority fields and enterprise clients can be upgraded to sub-metre resolution using commercial tasking and drone overflights.
How often is data updated?
The platform refreshes every 60 minutes. Weather and satellite layers update as new imagery and observations arrive; alerts are pushed in near-real-time.
Can you monitor any crop type?
Yes — we have crop models for 700+ crop-country combinations including cocoa, sugar, cotton, coffee, palm oil, wheat, soy, corn, canola, barley and rice. If it's a commercially traded crop we can monitor it.
What about ground surveys?
Over 2,000 surveyors in our proven ground network visit 100,000+ locations in a matter of weeks. Survey data is cross-validated against our satellite and weather models, closing the gap between what's reported and what's actually in the ground.
How do I get started?
Book a 30-minute walkthrough. We'll set up a live dashboard for your crops and regions within 24 hours, and scope any custom monitoring or integration work from there.