Use OLAP tools to drill down data, pivot, compare , visualize trends & correlations to understand why something is happening

What Happened?

• Correlations using asset hierarchy data

• Multi Plant comparison and benchmarking

Consolidate raw information into actionable insights & do Root Cause Analysis to improve a process, service, product

Why Did It Happen?

• Fault diagnosis 

• Root-cause analysis using failure codes

• Anomaly detection

Use techniques such as Linear and logistic regression to understand trends and calculate the probability that something will happen

What Will Happen?

• When will machine fail next?

• What is remaining useful life?

• What will be future inventory levels & forecast of demand ?

Use Machine Learning and Deep Learning Algorithms to recommend actions as a result of a diagnosis or a prediction

How to Make it Happen?

•  Repair or replace 

• Adjust maintenance actions  to provide maintenance where and when it is needed