The rapidly escalating COVID‐19 pandemic entails many unprecedented life circumstances, including in the way people work. The social distancing policy has forced companies to adopt work‐from‐home (WFH) arrangement to maintain business sustainability amidst both health and economic crises. While in many developed countries, WFH arrangement has been a common practice, this is not the case in some Asian countries, particularly in countries where high power distance emphasising heightened supervision and punishment among workers are still a preferred managerial style, such as Indonesia, China, India, and Thailand. While acknowledging that WFH is considered as beyond an option in this pandemic period, this commentary paper, built on existing literature presented in the narrative fashion, aims to critically identify key barriers of WFH implementation in some Asian countries, particularly in autocratic societies, using both theoretical and contextual approaches. The paper concludes by discussing recommendation for future studies and proposing strategic implications for companies and workers to effectively adopt WFH arrangement, especially in societies where WFH is still a new practice or is involuntarily held.