AI in Manufacturing: Use Cases and the Foundation Needed to Scale

Why It Matters

For operators, the key issue is whether AI can move beyond pilots into repeatable improvements in production, quality, maintenance, or labor efficiency. Investors and suppliers will care whether manufacturers have the systems and discipline needed to scale deployments without adding complexity or margin pressure.