AI enablement has been framed inaccurately over time. Most organisations treat it as a training problem ('teach people the tools') when it is fundamentally a work relationship redesign challenge. This presentation will elaborate that sustainable AI adoption requires reimagining the human–AI dynamic as collaborative partnership rather than hierarchical displacement – and that frontline workers, not C-suite visionaries, hold the critical insights to make this work.