AI Use Case

Predict failure and recommend proactive maintenance for farming and production equipment

Predict failure and recommend proactive maintenance for farming and production equipment saving costs and reducing downtime.

Function

Operations

Network Operations

Benefits

Cost - Lifecycle maintenance support cost reduction,Cost - Asset uptime optimisation,Operational - Increased machine uptime

Case Studies

Industry

Basic Materials

Agriculture

Data Sets

Time series,Structured / Semi-structured

AI Technologies

Machine Learning (ML),ML Task - Grouping - Clustering,Traditional AI,ML Task - Grouping - Dimensionality Reduction,ML Task - Prediction - Regression,ML Task - Action Selection - Reinforcement Learning ,Algorithm - Active Learning

Potential Vendors