Manufacturing organizations are under pressure to move past AI pilots and drive impact at scale. This HCLTech–Copperberg whitepaper outlines how OEMs can embed intelligence across production, inventory, quality and maintenance using converged data, digital twins and the digital thread – backed by actionable insights to accelerate manufacturing transformation.