Data Integrity

Have Confidence, Reliability, and Trust in your People, Processes, and Data

Data integrity refers to the overall completeness, accuracy, and consistency of data and processes during its entire lifecycle. Though this seems simple, the whole process of genuinely generating, maintaining, and transforming data with completeness and accuracy is a challenging task for any organization.

Data integrity addresses the “lifecycle of data.” This includes the steps involved in setting up and running analyses as well as managing the data that is collected, both raw chromatographic data but more importantly through the cycle of processing, interpreting, reviewing, reporting, and managing that data. So it is not only a concern about how to store data, as its generation through robust, modern, and innovative analytical experiments is equally as important.

Overview

Literature

Waters and Data Integrity Laboratories need to have confidence in the quality of their results and the methods used to generate those results. Waters, with our long expertise in regulated environments and deep understanding of regulatory expectations, are seen as the leaders in data integrity. While today’s focus may be seen to be software-centric, the underlying root causes of data integrity concerns step from poor management and culture, poor methods, poor separations, and poor education. Leveraging Waters as a trusted partner helps ensure success in all areas of routine analysis. Do you have data integrity concerns and would like to speak to a Waters Professional Service Consultant? Contact Us
Featured
Data Integrity Assets
	ON-DEMAND Webinars Watch our Data Integrity webinars on your own time. Topics include exception reporting, leveraging metrics through periodic review, and excel remediation.
	Whitepapers View intuitive video modules that provide a step-by-step tutorial on how to use specific features and fuctions in UNIFI Scientific Information System. UNIFI is the informatics platform that controls the BioAccord System.
	Executive Summaries Want to learn about a particular webinar topic but don't have time to watch? You can find executive summaries of many of our on-demand webinars for reading at your leisure or as a quick reference tool for after you've watched the webinar.
	ebook Compilations A comprehensive collection of articles covering several aspects of Data Integrity. The principles and strategies outlined can be leveraged to ensure Data Integrity across your laboratory functions.
	Infographics and Brochures Learn more about our comprehensive Data Integrity capabilities and offerings deomonstrated with illustrative infographics and informative brochures.
	Method Lifecycle Management (MLCM) Data confidence underpins every stage of method lifecycle management. Compliant-ready informatics systems, robust hardware, and informed procedures help ensure data quality and Data Integrity, facilitating well-informed decisions.