A Practical Architecture for Efficiency
Start by standardizing data capture from legacy and modern equipment using proven protocols and lightweight gateways. Normalize tags, define shared models, and keep a simple catalog, so analytics and applications can plug in without brittle, one-off custom integrations.
A Practical Architecture for Efficiency
Segment networks, manage identities, and monitor anomalies as part of the initial plan, not an afterthought. Security should protect production while respecting operator flow, with clear escalation paths that resolve incidents quickly and keep lines confidently running.
A Practical Architecture for Efficiency
Push low-latency control and buffering to the edge near machines, while heavier analytics and forecasting run in the cloud. This balanced approach delivers real-time responsiveness on the floor and scalable insights for planners, quality leaders, and executives.
A Practical Architecture for Efficiency
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