Data Integrity

iSpeak Blog

The lifecycle of interfaces is of crucial importance for the interoperability of systems from different technical and organizational areas within or between companies.

Interfaces are the integration points of connected systems for the transmission of master or transaction data including status updates. Interfaces are typically parts of data streams or data hierarchies, e.g., Lab...


Although data and knowledge are both stand-alone disciplines that need to be systematically managed, they also must have a connection. Understanding the relationship between data and knowledge management processes and how people are leveraging advances like Pharma 4.0™ combined with these processes enables quality data transition to knowledge that can help pharmaceutical companies. The authors...

iSpeak Blog

The issue of data integrity may appear archaic in a highly connected, digital world. Yet many within the pharmaceutical industry it continues – be it intentional or not – to fall foul of regulators tasked with auditing businesses’ practices. Peter Cusworth at Yokogawa examines an age-old problem, its importance, and why organisations continue to get it wrong.

Complimentary Learning Level: Intermediate Session Length: 60 minutes Based on the new ISPE GAMP Data Integrity by Design Guide, this webinar will examine the underlying concepts around designing data integrity into your...
Guidance Documents
11 November 2020
News & Press Releases
ISPE announced the release of its latest Guide, ISPE GAMP® RDI Good Practice Guide: Data Integrity by Design. This Guide was written by a group of experts and reviewed by regulators and practitioners in the field, and supports a holistic data...
Guidance Docs
This ISPE GAMP® RDI Good Practice Guide: Data Integrity by Design supports organizations as they embrace and implement a holistic approach by leveraging data governance and knowledge management activities to drive continual improvement in data integrity.
This webinar provides an overview of new and forthcoming ISPE GAMP® Data Integrity guidance and real-world experiences on applying data integrity in the field. The speakers will address the following topics: Overview of...