Historically, AI in industrial automation was separate from the machines responsible for productivity, reliability, and safety. Data was captured on the factory floor, analyzed elsewhere, and provided after the fact as insights for operators. This architecture worked in an era when AI focused on reporting, optimization, and longer-cycle decision support. That era is ending. Today, AI is expected t...