Lead [Pb(II)] poses a serious threat to public health and the environment due to its high prevalence in industrial effluents. Herein, we developed smart poly(vinyl) alcohol (PVA) nanocomposites containing acid-activated sepiolite (ASep) and cuprous oxide (Cu2O) nanoparticles containing sepiolite using the alkaline method. Structural, thermal, physical, and mechanical properties of PVA/ASep@Cu2O nanocomposites were evaluated. The modulus of elasticity of PVA/ASep@Cu2O nanocomposites was 1.26-fold enhanced compared to the PVA membrane. The influence of adsorbent dose (0.01, 0.05, and 0.1 g), pH (3, 4, 5), time (10, 20, 30, 40, 50, and 60 min), and temperature (300.15, 310.15, and 320.15 K) on the removal of Pb(II) from aqueous media by PVA/ASep@Cu2O nanocomposites was investigated. The maximum Pb(II) adsorption capacity of PVA/ASep@Cu2O nanocomposite was 284.09 mg/g. The practical application of the smart nanocomposite for eliminating heavy metals from industrial effluent and contaminated drinking water was determined. The PVA/ASep@Cu2O nanocomposite also exhibited robust antibacterial properties against Staphylococcus aureus and Escherichia coli. Therefore, PVA/ASep@Cu2O nanocomposite could be employed as a smart approach by producing clean water to protect public health and the environment.