John Kennedy actually said...
In short, the Executive Branch of the Federal Government, under this Administration and in all of its activities, now stands squarely behind the principle of equal opportunity, without segregation or discrimination, in the employment of Federal funds, facilities and personnel.
Context
Special Message to the Congress on Civil Rights
02/27/1963