Decentralized solar-powered desalination and water-treatment systems for off-grid and water-scarce regions, fully automated and energy-autonomous with optional hybrid power. Scalable 1–1,000 m³/day capacities treating seawater, lakes, rivers and contaminated groundwater without complex infrastructure.