Metabolomics improves drug safety by identifying potential toxic effects early in the drug development process. By monitoring metabolic changes, researchers can detect adverse drug reactions that might not be evident through traditional methods. This proactive approach helps in designing safer drugs and reducing the risk of harmful side effects.