Leveraging our digital twin technology, we synthesise validated patient data from scratch to generate medically and epidemiologically accurate artificial patient libraries. This capability, which obviates the need for real-world data (RWD), represents a significant advancement over existing synthetic data generation techniques, which are typically limited by RWD acquisition.