Pandata Tech is structured around enabling clients - corporate entities and federal organizations - to answer the key question re. extent to which key data from their sensors can be trusted .. allowing them to make critical decisions in daily operations and during unforeseen events. It is suggested that data professionals may typically be spending a high percentages of their time cleaning, normalizing, and validating data. Pandata management argue that use of their AI and physics-derived software can significantly reduce that time required. Further, noting that algorithms for maintenance and automation can be unreliable without access to clean and validated data, Pandata argue their system can support a 50 percent improvement in that reliability - a critical saving of both time and money.