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The Evolution of Early Warning Systems – From Simple Alarms to AI-Powered Predictive Analytics

Astrikos Team Predictive Analytics
The Evolution of Early Warning Systems – From Simple Alarms to AI-Powered Predictive Analytics

The first time I witnessed a modern early warning system in action was during a visit to Japan’s tsunami monitoring center. As seismic data streamed in from hundreds of offshore sensors, algorithms instantly calculated wave heights, arrival times, and at-risk populations—all before the first wave had even formed. What struck me wasn’t just the technology’s...

From Sensors to Strategy – Turning IoT Data into Actionable Manufacturing Intelligence

Astrikos Team Artificial Intelligence, Manufacturing
From Sensors to Strategy – Turning IoT Data into Actionable Manufacturing Intelligence

Last month, I walked through a manufacturing plant in Pune that looked nothing like the noisy, chaotic factories I remembered from my engineering college days. This one was almost eerily quiet, with screens displaying colorful dashboards at every workstation. When a particular machine began operating slightly differently than usual, it wasn’t a human who noticed—it...