Digital technologies play a transformative role in not only developing direct solutions for manufactured products, but also in how we manufacture in general these are: (1)AI/ML-based SMART manufacturing, (2) Life Cycle Analysis, & (3) Systems Engineering Design Approach to Biomanufacturing.