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Stardog, an AI and data startup, is revolutionizing the pharmaceutical industry by streamlining the quarantine removal process through advanced data analytics and AI-driven insights. This technology helps pharmaceutical companies quickly identify and address issues, accelerating the release of batches from quarantine and optimizing resource allocation. However, the industry faces challenges such as scarcity of GPUs and a lack of AI expertise and talent.