The Colonial Military Administration is the organization that commands all forces of the UNSC. It is apparently above HIGHCOM. They personally ordered Project: ORION to take place, as well as the creation of the Spartan supersoldiers.
NOTE: The Colonial Military Administration has only been mentioned once, its functions are unclear. But it is likely under the auspecies of the Colonial Administration Authority.