How was information collected prior to 1942 in the CIA?

The CIA was created after World War Two. Before 1942 there was no national intelligence agency, but rather various parts of the federal govenment - the Army, Navy, Treasury Department, Federal Bureau of Investigation, State Department, etc. - collected information in areas in which they were interested. These departments and agencies often didn't share or analyze this information.