In vitro testing involves the use of cell cultures or tissue samples to study biological processes outside of a living organism. These tests can provide valuable insights into drug metabolism, toxicity, and efficacy. Advanced techniques like 3D cell cultures and co-culture systems can better mimic the complexity of human tissues, providing more relevant data than traditional 2D cultures.