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Imagine 100% visiblity on Factory Floor 5e32bc34-b034-4d11-9f37…
Imagine 100% visiblity on Factory Floor
Let's start from scratch
Notice each data source is different than other,
These data sources can briefly classified as structured and unstructured data
Manual Maintenance Logbooks and Excel Files
Unstructured video and image data
from various sources in factory
IoT Data from Manufacturing Processes
Data from ERP System
Unified DataLake on Cloud
Possibilities of Manufacturing Analytics and AI
Predictive Maintenance
Realtime statistical process control (Cp, Cpk)
End to end visiblity of business
Opportunities of reducing testing time
Automated or enhanced quality control
Opportunities of conducting Lean Six Sigma projects
Effective Rootcause Analysis using data from each step of Manufacturing Process
Realtime Dashboards
Roles and responsibilities for factory of future
For Data Provisioning
IoT Developer
Data Engineer
For Analytics and AI
Data Analyst
Machine Learning Engineer
Data literate Quality Engineers and Managers
Data literate Manufacturing Engineers
Basic Data literacy for Managers at all level
Thank you for reading this mind map
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