As our cities become smarter, more connected, and more complex, managing urban risks—ranging from traffic congestion and energy overload to criminal activity and crowd panic—requires more than just reactive planning. The key lies in understanding and predicting human behavior at scale. This is where behavioral prediction models, powered by AI and data analytics, are shaping...
Healthcare is entering a new era—one where illness can be detected before it disrupts daily life, and treatment can begin before symptoms surface. At the heart of this transformation is Artificial Intelligence (AI), driving a powerful new paradigm: predictive healthcare. By analyzing vast datasets from electronic health records (EHRs), wearables, genetic profiles, and lifestyle inputs,...
In today’s competitive landscape, the manufacturing sector stands on the brink of a revolutionary transformation. The traditional factories of the past are giving way to smart, adaptive, and interconnected systems—ushered in by Industry 4.0. Often called the Fourth Industrial Revolution, Industry 4.0 blends advanced technologies like the Internet of Things (IoT), Artificial Intelligence (AI), Big...
I remember the first time I saw a digital twin in action at a manufacturing plant in Bangalore. What looked like a simple 3D model on a screen was actually a living, breathing virtual replica of the entire assembly line, complete with real-time data flowing in from hundreds of sensors. The plant manager smiled at...