For expanding humanitys footprint to non-terrestrial areas. In a sustainable way. The only way to do that is learn bit by bit what works and what not. It's too complex problem to completely tackle by preplanning (unless we reach singularity first and we figure out it's actually possible to design robust life sustaining systems without prototyping).