Collect
Data Transformation
Use DataOps tools to filter noise, summarise metrics, standardise units, validate quality, and add business context.
IIOT Data Flow
IIoT devices send operational data using a publish/subscribe model
Diverse Data Sources
Sensor, location, machine, MES, and ERP data
Data Pre-processing
Pre-processing to clean and standardise for quality and effective analysis.
Analysis Ready Data
Outputs a clean, consistent, and usable data stream