In Bangladesh, uncertainty of water quality, reliability, and affordability attached to largely unmonitored and privately managed water points pose significant risks to consumers, regulators, and service providers striving to achieve the goals of safely managed drinking water systems. This paper identifies the need to create information systems which aggregate data inputs from multiple sources, and derive value for multiple purposes.