Prevent broken formulas using tables, validation rules, separate worksheets, named variables, and the power of LAMBDA.

A: No new regulations were published in 2025 specific to data integrity. The evolving global regulatory systems do, however, address data integrity within the context of revised or new parts of the ...

Process engineering expert Krishna Valluru transforms operational chaos into data-driven efficiency by fixing broken workflows and establishing data integrity.

Randy Barrett is a freelance writer and editor based in Washington, D.C. A large part of his portfolio career includes teaching banjo and fiddle as well as performing professionally. An organization ...

Businesses base decisions on their current and future data. To steer a company in the right direction, leaders should maintain data integrity.

The Parenteral Drug Association’s Data Integrity Task Force helps industry members understand regulatory requirements for data integrity. PharmTech: The need for data integrity in the pharmaceutical ...

Finance leaders across APAC face growing compliance pressure as fragmented systems create data integrity risks in multi-entity financial reporting.

The US Food and Drug Administration (FDA) guidance on data integrity, issued in December 2018 (1), set new standards for all research companies. Under the new guidelines, “firms should implement ...

There’s no doubt that artificial intelligence (AI) and machine learning (ML) are increasingly important to organizations seeking competitive advantage through digital transformation. More than 75% of ...

Human data and samples are scientific gifts, and scientists must be stewards of them, ensuring that they are collected and ...