Edge AI Transforms Manufacturing as Security Standards Drive Local Deployment

Cloud-based AI fails manufacturing's strict security standards and latency requirements, forcing facilities to deploy AI directly on factory floors. This shift from cloud to edge addresses IEC 62443 compliance, data residency rules, and PLC control constraints while cutting egress costs. The trend reflects a broader industry move toward keeping critical AI workloads close to data sources rather than in centralized cloud infrastructure.