AI for ops~7 min read
Lightweight digital twins: what to model first on a factory floor
Start with assets, alarms, and throughput—not every bolt on day one.
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Practical notes from AIoT field work and internal pilots.
Prefer measurable KPIs (latency, uptime, alert noise) before scaling a pattern.
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