Article
The Next Wave of Industrial AI Will Be Operational, Not Demo-Driven
The biggest transition is from model novelty to operational reliability inside facilities and supply chains.
Success metrics now include downtime reduction, defect rate changes, and maintenance prediction quality.
This is where a structured event index adds value by separating pilot announcements from scaled deployments.