Yield Prediction
The Yield Prediction Solution uses custom-built, hyper-optimized AI algorithms to predict crop yields
Uniting Numerous Data Sources
One of the biggest challenges in Yield Prediction is dealing with a large number of very diverse data sets, each with it’s own unique format, it’s own patterns, and it’s myriad issues. Risk Edge’s Yield Prediction Solution not just cleans the datasets of various issues by applying relevant statistical methods, but also integrates them in a cohesive way that then begins to reveal several hidden patterns.
Integrating Sustainability and Artificial Intelligence
The Yield Prediction Solution helps you analyze different kinds of data, like weather, maps, gradients, aging, soil composition, fertilizer application, pruning, diseases, etc. The solution intelligently integrates all of this data and makes it algorithm ready. From there, our custom-built, hyper-optimized algorithms take over and add several additional layers of features on it, like seasonality, trends, etc. and detect hidden patterns in the data.
Delivering Accurate Results
The Yield Prediction Solution is known to deliver high accuracy of results right from the start, and gets better as we work with the teams over time to improve it, fine-tune it even more. For our clients, we have delivered an accuracy of between 80-90% within the first 2 months of starting the project.