Shan Pin Koh
Themes
Insights
Impact
Frameworks
Impact & Leadership
Select a focus area to view enterprise outcomes and leadership impact.
Scaling AI in Real Operations
Reducing Risk Through Execution Discipline
Building the Data Foundation for AI
Delivering at Global Scale
Leadership & Community
Scaling AI in Real Operations
Scaled AI/ML across 100+ plants, enabling predictive maintenance at enterprise scale
Improved asset reliability and reduced unplanned downtime across global operations
Established patterns for moving from pilot to scalable deployment