Drug discovery has been an ever-evolving field in pharmaceutical research and development. During this drug discovery and development stage, scientists face numerous challenges, such as the high expense of the drug discovery process, excessive time consumption, modeling limitations, uncertainty, and uncleared understanding of disease mechanisms.
Despite the numerous drug discovery technologies available, these challenges persist. Therefore, several approaches are adopted to overcome these hurdles. For example, the utilization of AI, automation, and robotics can resolve the challenges of high cost, process complexity, and extended time periods. These high-end technologies will streamline the drug discovery process, ultimately improving drug discovery outcomes.