Designing systems using the principles of good documentation practice, including validated audit trails, is a key piece of a manufacturing data integrity program.

A data-integrity risk assessment tool has been developed for use with standalone R&D data-acquisition and processing software.

Successful digital transformation is the primary differentiator in today’s business landscape, and yet many organizations are struggling with the digitization.

Adding Value Just as every business model is individual, the progressive steps taken on the path to data integrity will be specific to that company. For example, one major financial organisation ...

Data integrity Data integrity is about trust in the data through all the process steps. Massingham discussed the acronym ALCOA, which has been around since the 1990s and is used as a framework for ...

As data becomes everything to everybody, it’s crucial to oversee the quality of information that runs through an organization. When information is ingested by systems analytically and output in ...

It is important to note here, that while we use the Equifax breach as an illustrative example, integrity attacks can affect organizations of any size and in any industry.

General Data Protection Regulation compliance, for example, cannot be achieved without a mature strategy for protecting data integrity. Many businesses have sought out experts to help understand and ...

This course covers the key concepts of Record and Data Integrity and Electronic Records and Signatures, including the key regulatory requirements and expectations (including Annex 11 and Part 11, and ...

Integrity constraints are a set of data validation rules that you can specify to restrict the data values accepted into a SAS data file. Using integrity constraints can preserve the correctness and ...