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The integration of Artificial Intelligence (AI) and Machine Learning (ML) into competitive intelligence (CI) processes is revolutionizing the pharmaceutical industry. These technologies offer real-time monitoring, predictive analytics, and advanced data analysis, providing unparalleled insights into market developments, competitor strategies, and regulatory shifts. This allows pharmaceutical companies to identify opportunities and threats with unprecedented speed and precision, giving them a competitive edge in the rapidly evolving landscape of the industry.