Sophie Parr and Rachael Malarowski examine how artificial intelligence is transforming employment practices across recruitment, performance management, and workforce monitoring, while exploring the critical governance challenges and discrimination risks that arise from algorithmic bias. The discussion addresses Australia's evolving regulatory framework and provides practical guidance for organizations navigating AI deployment in the workplace.