Patrick Bitature was born on May 10th, 1960, in Fort Portal, Kabarole District in the Western Region of Uganda. He was the first born in a middle-class family, where his father worked within the East African Community. When Patrick was 13 years old, his father was murdered during the Idi Amin regime. He then became the bread winner, first trading in sugar, bringing it from Kenya to areas of Uganda where it could not be found.
Bitature attended Namasagali College in Kamuli District for his O-Level education. While there, he was mentored by Father Damien Grimes. He later attended Nyakasura School in Fort Portal, Kabarole District for his A-Level education. He then studied at the London School of Accountancy in the United Kingdom, going on to join the Institute of Chartered Secretaries and Administrators.