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In this episode of Quality Time, the discussion dives into how data integrity is evaluated in real-world regulated environments, particularly within laboratories and GMP systems. The conversation covers what “good” data integrity looks like versus warning signs, from system permissions and data historians to Excel usage with GMP data. Using practical lab examples such as chromatography, system suitability, calibration drift, and test bracketing, the episode highlights why robust test and measurement systems—and how people respond when results are out of bounds—are critical. Ultimately, data integrity is shown to be as much about culture and human behavior as it is about technology. Visit our website to know more about our products and services. https://www.pti-ccit.com/home?utm_sou...