Artificial Intelligence use in Pharmaceutical Industry Microbiology Lab In developing countries, the use of Artificial Intelligence (AI) in microbial testing can transform the pharmaceutical industry by addressing infrastructure limitations through rapid, cost-effective solutions. Applications in Microbial Testing AI-driven technologies can significantly reduce turn around times (TAT) and operational costs, which is critical for resource-limited regions. · Rapid organism Identification: Traditional methods of microbial identification takes several days and many type of culture media to identify organism but the use of AI algorithms, particularly Convolutional Neural Networks (CNNs) , can analyze morphological patterns and spectral data to identify microorganisms in minutes saving time, manpower and cost in pharmaceutical industry. · ...