AeroGalactica is building a new kind of computational engineering platform for advanced hardware design. Today, engineers must move between disconnected tools for CAD, meshing, simulation, optimization, and manufacturability, which creates major translation friction and slows iteration. We are building toward an AI-native system that unifies these steps, beginning with high-value thermal-fluid and propulsion hardware; industries where iteration speed is the most valuable currency.