We are developing a new generation of materials for Direct Air Capture using our XDF platform (Xinterra Design Factory), that uniquely combines Artificial Intelligence Systems, High Throughput Experimentation tools and deep Materials Science Expertise. We aim to develop CO2 capture materials that are cost/effective, naturally available abundant, which rapidly absorb atmospheric CO2, and can be efficiently regenerated.