This study examines the feasibility of utilizing atmospheric air as a clean water alternative to address water scarcity, considering Oman's normal humidity levels of 75% to 85%. The study utilizes a thermoelectric cooler (TEC 1-12706), augmented by a heatsink and fan on its hot side to improve heat dissipation. A copper cooling coil functions as both a heat absorber and a condenser for ambient air flowing through it. The coil, with a diameter of 7.9 mm and a length of 1000 mm, receives its cooling source from a water block affixed to the cold side of the cooler. Experiments were performed in three environmental conditions: laboratory, residential area, and coastal area, with variations in the airflow rate of the heatsink cooling fan. The data collection encompassed a humidity range of 72.27% to 83.01%. The findings indicated a clear association between the air mass flow rate of the heatsink cooling fan and the volume of water extractable from the air. During preliminary laboratory testing, a mass flow rate of 0.046 kg/s yielded 4.25 ml/hour, 0.069 kg/s resulted in 4.625 ml/hour, and 0.092 kg/s produced 5.5 ml/hour. Moreover, among the three environmental settings evaluated, a greater volume of water may be retrieved from coastal regions compared to labs and residential areas. In coastal regions, the air mass flow rate is 0.092 kg/s, with a potential water extraction of 7.75 ml/hour; in laboratory settings, it is 5.5 ml/hour, and in residential zones, it is 4.75 ml/hour. These encouraging results advocate additional research to enhance water extraction by optimizing the contact area between the air cooler and the coil surface, potentially providing a feasible solution for the scarcity of clean water.