AI Use Case

Test soil and water samples with handheld device

Mobile testing of soil and water for chemicals radically speeds up the process and can enable local decisions on critical matters in a time-sensitive fashion. There will be a library of chemical indicators that expands over time. The application might work in conjunction with a physical testing device or product and the AI will interpret the signalled outcome.



Risk reduction - Reduce environmental physical risk,Data - Data enhancement,Operational - Process speed up

Case Studies

IBM~IBM Brazil researchers develop device to measure chemicals in samples of water and soil using machine learning and vision


Basic Materials


Data Sets


AI Technologies

Machine Learning (ML),Traditional AI,Product Type - Vision ,ML Task - Prediction - Annotation,ML Task - Prediction - Binary Classification,ML Task - Prediction - Multi-class Classification,Model Architecture - Convolutional Neural Network (CNN)

Potential Vendors