Poor data quality can affect decision-making, business process reliability, system integration and consequently, an organization’s bottom line. Pimsoft’s Sigmafine solution improves and sustains data quality by validating, reconciling and organizing information according to operational and business requirements. Sigmafine® uses the OSIsoft® PI System® Asset Framework (AF) to deliver a robust system of checks and balances based on conservation principles, statistics, engineering standards and calculations to create a dataset and a digital representation of the Industrial Plant that is coherent, trustable and usable — a dataset ready for business.