In an era of rapid technological innovation, regulatory complexity, and geopolitical instability, organizations face a growing array of risks that can threaten operations, reputation, and long-term viability. Traditional internal audit approaches that rely on standardized checklists and cyclical audits often fall short in this dynamic landscape. Th