Insights

• AI in manufacturing is a data problem, not a model problem.
• Most digital transformation efforts fail at adoption, not technology.
• Scaling globally requires different thinking than piloting locally.
• A data platform without operational context will not drive decisions.
• Cloud optimization is not just about cost—it is about reliability at peak demand.
• The hardest part of digital transformation is not building solutions—it is changing how people work.