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Artificial intelligence (AI) is rapidly emerging as a transformative force in supply chain authentication, particularly within pharmaceutical and medical device networks, where the stakes for product integrity, regulatory compliance, and patient safety are exceptionally high. Traditional methods of supply chain verification—manual record-keeping, periodic audits, barcode scanning, and paper-based documentation—are increasingly inadequate in addressing the complexity, scale, and speed of modern global supply chains. These traditional systems often struggle to detect subtle patterns of fraud, diversion, or counterfeiting and are reactive rather than proactive, resulting in delayed responses that can compromise product integrity, patient safety, and regulatory compliance. AI, by contrast, leverages advanced machine learning algorithms, predictive analytics, computer vision, and anomaly detection to continuously analyse vast streams of operational and transactional data in real time, enabling proactive, intelligent authentication across the entire supply chain.
Published in: Advances in computational intelligence and robotics book series