A case study demonstrating how process automation - often treated as an unavoidable operating expense, can be deliberately transformed into a high-yield investment, particularly as advanced algorithms cannot compensate for weak automation & data foundations.

● Why automation maturity is the primary limiter of AI value in manufacturing

● How standardized, lifecycle‑managed automation creates reusable data, trust, and scalability

● A pragmatic pathway to automation‑driven AI implementation, including operator‑facing AI use cases