AI Use Case

Predict and optimise pricing based on future market, weather, crop yield and other forecasts

Optimise pricing (ideally in real time) based on factors such as future market, weather, and predicted crop yields. Clarity on pricing can be of especial assistance to those at the production end of the market chain.

Function

Benefits

Revenue - Pricing optimisation,Revenue - Improve trading decisions (eg market demand estimates)

Case Studies

The Government of Karnataka~The Government of Karnataka will help small farmers with crop price market predictions by using machine vision to analyse satellite images

Industry

Basic Materials

Agriculture

Data Sets

Images,Time series,Structured / Semi-structured

AI Technologies

Machine Learning (ML),ML Task - Prediction - Multi-class Classification,Product - Data Capture - Drones Remote Sensing,Product - Data Capture - Plane and Satellite Imagery,ML Task - Prediction - Regression,Model Architecture - Convolutional Neural Network (CNN),Model Architecture - Recurrent Neural Network (RNN),Product Type - Vision - Image classification

Potential Vendors

Microsoft Azure