The quality of correctness, completeness, wholeness, soundness and compliance with the intention of the creators of the data. It is achieved by preventing accidental or deliberate but unauthorized ...

Data is the great enabler when it comes to manufacturing processes. But not all data is good. Industry pundits estimate that about 85 percent of the data generated in manufacturing has absolutely no ...

Referential integrity (RI)is a method for ensuring the “correctness” of data within a DBMS. People tend to oversimplify RI, stating that it is merely the identification of relationships between ...

Data tells us who our best customers are, which staff members perform well and how to improve efficiency in our businesses. Companies need this data to make the right decisions about their current and ...

Mike Chapple is associate teaching professor of IT, analytics and operations at the University of Notre Dame. Data integrity took center stage for federal officials in 2014 as Congress subpoenaed the ...

Expertise from Forbes Councils members, operated under license. Opinions expressed are those of the author. GenAI is also making a splash in software development and mobile applications. In fact, due ...

During the 2017 ISA Food and Pharmaceuticals Industries Division Symposium, I attended an informative presentation, Data Integrity: A Partnership of Business Processes and Technology,- by Marcus ...