AI, data analytics and data/text mining are revolutionizing the development of therapies by enabling faster drug discovery, personalized treatments and early detection of diseases. However, their implementation is complicated by issues such as data privacy, biases in algorithms and the need for high-quality datasets. As the field rapidly evolves, researchers and regulators must continually adapt to ensure ethical, effective and reliable advances in medical therapies.