data integrity

  • Built on Control and Backed by Data: Why Vigilant Monitoring Matters in Pharma QC

    Stage 3 verification: Establishing and maintaining a state of control In pharmaceutical quality control (QC), consistency should mean more than an analyst ending a shift relieved that the results were repeatable and there were no obvious failures. It should mean having enough confidence in the process, the controls, and the data to know that those…

  • Designing Analytical Methods for Long-Term Audit Readiness

    Audit readiness isn’t a last-minute activity triggered by validation or inspection. It’s established much earlier, at method design, through the scientific understanding, risk-based control, and documentation needed to demonstrate that a method is fit for purpose and capable of performing consistently over time. If those elements aren’t built in from the outset, gaps are likely…

  • Protecting Your Laboratory Data: Cybersecurity at Waters

    With the ever-present threat of cyberattacks, safeguarding laboratory data has become a top priority for scientists across the globe. Many labs are accelerating digitalization efforts, but that could expose their data to greater risks.  The Increase in Lab Digitalization: Effects on Cybersecurity  As it turns out, the increase in digitalization, particularly the shift to the…

  • Increasing Lab Efficiency with Amazon Web Services to Enable Real-Time Remote Access to Lab Information

    The collaboration between Waters and AWS has enhanced the waters_connect System Monitoring tool, revolutionizing laboratory productivity. This cloud-based platform provides secure, compliant access to chromatography lab information, allowing users to coordinate work, address system errors, and make informed decisions from anywhere, anytime.

  • Tools for Chromatographic Success: Three Ways to Support Data Quality in Routine Analysis

    Avoiding the pitfalls of data quality and integrity in the Pharma QC laboratory while running routine analyses is an ongoing challenge. Regulatory violations are frequently a result of a lack of complete data, suspect data, and improper audit trails. A recent report from Deloitte stated that data integrity violations account for over 70% of the…

  • Change Up Your Routine (Analysis)

    Enhancing performance, mitigating risk, and improving efficiency Today, Waters introduced the Arc HPLC, a modern liquid chromatography system that replicates established test methods while delivering improved performance. HPLC has been a cornerstone of routine analytical testing for decades. It has proven to be particularly important for quality control and manufacturing support laboratories in the pharmaceutical…

  • Data Integrity Matters: Unknown, Unintegrated or Undetected Chromatography Peaks

    In an earlier blog, I discussed the concerns about extraneous peaks that might appear in LC separations. While there can be many sources for peaks unrelated to the test substances, how do you decide which are legitimate, and which are an indication of poor quality? Which are harmless and which are dangerous? Which are expected…