WQI Views 6 meanings found WQI is widely used to denote indices or information systems that assess water or wetland quality for regulators and researchers. The acronym also appears in welding qualification documentation. Governmental Water Quality Index A Water Quality Investigation Water Quality Information Academic & Science Wetland Quality Index Business Welder Qualification Information Wisconsin Quilters, Inc.