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 ...

For all systems which store, process, and retrieve data – such as thermal analyzers – data integrity is paramount. “Data integrity is the degree to which data are complete, consistent, accurate, ...

In today’s world, companies in the pharmaceutical manufacturing sector and beyond have to become increasingly aware of the scrutiny of their data. Due to rapidly evolving business models, ...

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 ...

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 ...

"How to invest for rising data-integrity risk..." What does that even mean? If you're reading this story, you're probably an investor. And, if you're an investor, you're probably well aware of 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 ...

Built-in data integrity is a bare minimum requirement in today’s BioPharmaceutical manufacturing. Good Manufacturing Practices (GMP) regulations of the Food and Drug Administration (FDA) highlight the ...

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 ...