
Introduction The historical struggle to ensure every employee receives exactly what they earned has finally met its match as intelligent systems redefine the boundaries of administrative accuracy in the modern workplace. Organizations today face a landscape where remote work, fluctuating hours, and diverse contract types are the standard rather than the exception. This complexity previously led to a margin of










