AI and future quantum technologies are transforming protein discovery by accelerating the design of proteins with improved nutrition, functionality, and sustainability. Together, they can enable next-generation food innovation while significantly reducing R&D time. Saudi Arabia can leverage these capabilities to build a global hub for sovereign protein technologies and food deep tech.