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In the era of smart manufacturing, the development of pharma intermediates is also experiencing new opportunities. Utilizing advanced technologies like big data, artificial intelligence, and continuous flow chemistry, pharmaceutical companies can precisely control synthesis reactions, achieving efficient production of intermediates and customized batches of antibiotics. For example, real-time monitoring of reaction conditions and automatic parameter adjustments can significantly increase the yield and purity of intermediates, reduce by-product formation, and optimize antibiotic production processes.

1. Water Treatment


Furthermore, the increasing incorporation of artificial intelligence (AI) and machine learning in API discovery is transforming the field. By employing computational models, researchers can analyze vast datasets to predict how different compounds interact with biological systems, leading to the identification of promising new APIs more quickly and efficiently. For example, the AI-driven platform developed by companies like Insilico Medicine has successfully identified novel drug candidates for various diseases, demonstrating how technology can accelerate the pace of API development and optimize drug efficacy.


Ensuring an adequate intake of Vitamin C is crucial for reaping its benefits. Here are some excellent sources of this vital nutrient:

4. Folic Acid Supplementation

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