Treat AI as a Team Member, Not a Tool
March 26, 2026 68
Manufacturers gain far more value when AI is treated as an integrated team member rather than a standalone tool. Research shows role-based, cross-functional AI that reshapes workflows and organizational design delivers compounding, transformative results, while isolated pilots produce only incremental gains.