Pakistan Cotton Infestation
In September 2023, Pakistan's cotton belt was hit by a severe whitefly infestation, prompting the military to deploy helicopters and drones for large-scale pesticide spraying. The outbreak was misreported, triggering an overreaction that drove cotton prices up 30% on faulty data. HSAT uncovered the true impact a month before the market, delivering clarity when others were trading on misinformation.
When Bloomberg reported a 30% drop in cotton yields in Pakistan, CropGPT's field teams and satellite data said otherwise. Weeks later, the market corrected to our figures. Our clients were ahead of the market.
Data You Can Trade On
CropGPT integrates weather, satellite, pricing, and field-level surveys to deliver crop forecasts with 95–98% accuracy. Whether it's forecasting cocoa yields in Ghana, tracking rainfall anomalies in Brazil, or mapping sugar policy risks in India, our clients rely on us for answers — not noise.