ManufAi

MANUF-AI

From Shop Floor to Smart Floor

Where manufacturing meets intelligence. Practical stories of how AI quietly rewires supply chains, operations, and decisions.

Meet the Mind Behind the machine

Sabrael Saikumar—operator, Supply Chain and Ops leader, and accidental AI evangelist. At MANUF-AI, he turns plant-floor lessons into actionable AI frameworks that connect cash flow, capacity, and code.

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