Area Yield and Risk

Inference predicts and detects crop area, yield, disease, drought and flooding. Our analysis is conducted field by field, region by region, across entire countries. What makes this unique?

Field level predictions – global scale

Sophisticated and verified models

The world’s largest crop survey team

Our use of high resolution combined with high-quality ground truth data ensures we can predict crops at a regional, national and global level.

We provide global predictions with field-level precision.

Pakistan Cotton is incredibly hard to detect due to the small fields  (3 acres / 1.2 hectares on average), poor weather, and lack of field boundaries.

Inference detected and predicted cotton – across the entire country accurately. In a global first swing, data was available before the cotton was even fully planted.

France is a key producer of barley, around 11 million tonnes a year, and it’s one of the largest exporters in the world.  For this reason, understanding the potential yield early in the year. is key for procurement decisions.

Inference predicted national yield,  with 97%+,  accuracy months ahead of harvest.

Thailand is one of the top producers of sugar in the world, however there is a lack of accurate official data, and the constant cloud cover means predictions for Thailand are often poor.

Inference predicted the swing (the change in how much sugarcane there would be) 5 months ahead of the market.

Field level? Across the world?

Yes. 

Inference works on 10m resolution data this allows for accurate predictions on area, disease and yield.

The images shown here are sugar predictions, the red indicating sugar. The brighter the colour the higher the confidence of the prediction, the individual fields and roads can be seen, as we map out every pixel across the country,

We repeat this process for entire countries and continents  – trillions of data points

Tessa: Collecting ground truth data on a global scale for your crop prediction models. This is the world’s largest crop survey team, with thousands of staff.  Fast. Accurate. Reliable.

ForecastEdge: A weather platform providing weather for your crops, past, present and future. This is not generic weather data, but weather data for your crops, on a global scale. Any Crop. Any Location. Any Scale

Inference: Crop prediction platform with field-level accuracy on a global scale.  We predict area, yield,  production, risk and disease field by field, region by region on a global scale.

Vantage: Mapping field boundaries on a global scale using AI. We work with the most challenging of environment –  mapping the smallest of fields with low-resolution data.

CropManager: The platform to manage your crops from field mapping to haulage. Including integrated survey platform (mobile and desktop), logistics, weather, yield reporting, on-demand satellite data and more.

CropGPT: A global first, an AI solution built on weather and satellite data for your crops, training on millions of pages of crop research and updated with local reports daily.  Answers, not questions.