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Mitigating Dispensing Errors in Automated Liquid Handling Workflows

Automation in high-throughput laboratories often masks critical dispensing errors, leading to compromised assay reproducibility and undetected channel-to-channel variability. A forthcoming Xtalks webinar on July 7, 2026, aims to address these risks by demonstrating how quantitative verification can standardize performance across complex experimental workflows.

Mitigating Dispensing Errors in Automated Liquid Handling Workflows
Photo: Bio & News

Brian Seitz of Analytik Jena and Antoine Jacquot from Artel International will lead the session, focusing on evidence-based strategies for monitoring low-volume and repeat dispensing. The speakers will detail how to diagnose performance issues during routine maintenance, preventing the data quality degradation that often follows unnoticed mechanical drift in liquid handling systems.

A core component of the discussion involves the application of dual-dye ratiometric photometry, a method formalized under ISO 23783-2:2022. This approach allows for rapid, channel-by-channel assessment of accuracy and precision within standard microtiter plates. By implementing these verification techniques, laboratories can generate audit-ready documentation and ensure cross-site consistency, ultimately strengthening confidence in results for regulated environments. Interested professionals can register for the live event, scheduled for 9am EDT, to explore how these verification protocols support more reliable, scalable automated processes.

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