The danger of match-fixing presents one of the most serious challenges to contemporary professional sports, damaging competitive integrity and eroding public trust. As gambling markets spread internationally and financial motivations rise, the need for sophisticated detection methods has become essential. Technology and analytical insights now serve a vital function in spotting anomalies and protecting bookies