What is Princess

DATA ANALYSIS FRAMEWORK DEVELOPED TO OFFER MODULAR ARTIFICIAL INTELLIGENCE SOLUTIONS.

Princess processes real time data coming from different sources, making them available through ad-hoc KPIs for single machines, production lines or entire systems.

The platform employs automatic data ingestion processes and artificial intelligence algorithms to create predictive models and digital twins.
Princess provides real time information and predictive knowledge to improve the efficiency and effectiveness of industrial processes.

ACQUISITION

ACQUIRE DATA FROM ANY SOURCE

MES
PLC
ERP
Log
Energy meters
Images
Quality systems
CVS/XSL
Database

PRE-ANALISYS

TRANSFORMS UNSTRUCTURED DATA IN CONTEXTUALIZED DATA, AND COMPUTES FEATURES TO USE FOR THE SUBSEQUENT ANALYSIS PHASE

Refining
Cleaning
Contextualizing
Feature extraction

ANALISYS

PROCESSES REAL TIME DATA, USING MACHINE LEARNING AND DEEP LEARNING ALGORITHMS TO EXTRACT INSIGHTS AND KPIS

Process optimization
Predictive maintenance
Final product quality prediction
Statistical process control
Anomaly detection
Rootcause analysis

VISUALIZATION


PROVIDES DASHBOARDS AND TOOLS FOR DATA VISUALIZATION, IN ORDER TO MONITOR AND MANAGE THE PROCESS

Corporate manager
Plant manager
Machine operator

Are you interested in knowing more about the potential of our solution?