AI Use Case

Predict commodity price patterns based on satellite (or similar visual) data

Use satellite image feeds to assess likely commodity prices - this could include likely crop yields for agricultural commodities or shipment levels for mining products.

Function

Operations

Trading

Benefits

Revenue - Improve trading decisions (eg market demand estimates)

Case Studies

TellusLabs~TellusLabs aims at providing accurate prediction of natural resources and agricultural yields with machine learning ,Orbital Insight~Orbital Insight identifies 4x more crude oil tanks in China than the official number by analysing satellite imagery

Industry

Financial Services

Investment Banking And Investment Services

Data Sets

Images

AI Technologies

Product - Data Capture - Plane and Satellite Imagery,Machine Learning (ML),ML Task - Prediction - Regression,ML Task - Prediction - Annotation,ML Task - Prediction - Multi-class Classification,Product Type - Vision - Image classification,ML Task - Prediction - Binary Classification

Potential Vendors

TellusLabs,Orbital Insight