From 1965 to 1966, Latif served as the Air Defence Commander and the Senior Air Staff Officer of the Eastern Air Command. In 1967, he attended the National Defence College. He subsequently commanded the Lohegaon airbase from 1968 to 1970. In August 1970, he was promoted Air Vice Marshal and took over as the first ACAS (Plans) at Air HQ. He was awarded the Param Vishisht Seva Medal in 1971. He served in this appointment during the Indo-Pakistani War of 1971. In the rank of Air Marshal, from 1974 to 1978, he served as the Air Officer-in-Charge Administration at Air HQ and Air Officer Commanding-in-Chief (AOC-in-C) of the Central Air Command and the Maintenance Command. In 1977, Latif was posted as Vice Chief of Air Staff and took over as Chief of Air Staff on 1 September 1978.