Adult daycare centers (ADCs) enable older adults to socialize and enjoy planned group activities while receiving healthcare services. These centers also assist caregivers by empowering them to remain in the workforce. This study aims to explore the challenges in establishing ADCs in Saudi Arabia (SA) from the perspectives of healthcare professionals, healthcare policymakers, older adults, and caregivers. Additionally, this study's objective is to identify the barriers, facilitators, and applicability of ADCs in SA. A qualitative study was conducted using semi-structured individual interviews. Inductive and deductive thematic analyses were employed to identify common themes regarding the barriers and facilitators to the applicability of ADCs in SA. Five researchers independently examined the transcripts using inductive analysis. Deductive analysis mapped the themes to Campinha-Bacote's cultural competence model. Data were collected from 46 participants, including caregivers, older adults, healthcare professionals, and healthcare policymakers. The findings highlight that the main facilitators to establishing ADCs in SA are the expected positive impact on the psychological and physical well-being of older adults and their caregivers. Conversely, cost and transportation, in addition to cultural considerations are possible barriers. This study identified the perceived benefits of ADCs for older adults and caregivers from a Saudi societal perspective. Thematic analysis showed that ADC's applicability in SA is possible, with some modifications to fit within the Saudi context. Additional efforts are necessary to promote the concepts and services that ADCs provide for older adults and to encourage support for these centers by non-profit organizations and the government.