This study delves into the fascinating phenomenon of spontaneous coalitions, exploring their formation and evolution within complex systems. Through a multi-disciplinary lens encompassing sociology, we analyze the factors that contribute to the coalition building process. By examining real-world examples, we aim to illuminate the underlying mechani