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The CRA requires manufacturers to implement security by design, OTA updates, SBOMs, and 24‑hour notifications. This turns mandatory security into a market advantage.

Sensors in factories today deliver terabytes of measurement data, the potential of which must be unlocked in real time. Edge AI brings computing intelligence to where the data originates, directly to the machine. The result: lower latency, greater data sovereignty, and more resilient processes.

A few months ago, I was on a call with one of our partners who had just returned from a large construction site in Dubai. They were implementing a worker safety system, and the site manager had walked them through their setup-RFID tags clipped to every hard hat, sensors detecting man-down situations, geofencing alerts when someone entered a hazardous zone. Impressive technology, yet the site manager, my partner told me, seemed frustrated. 'We know where someone is,' the site manager explained, 'but we don't know what they're actually doing or if they're properly protected.'