Advancing Laboratory Standards: Our Journey from Manual Verification to Autoverification in Clinical Diagnostics

• DOI: 10.62772/apfcb-news.2025.1.1
• Publication Date: 2025-03-21T09:37:39Z
• Authors: Smitha S; Dr. Deepti Jain

Background and objective: Autoverification (AV) of test results in laboratory forms most important transformative step enhancing efficiency, accuracy, workflow the laboratory. plays a critical role by providing framework for adapting emerging technologies like artificial intelligence, machine learning. The key milestones this journey included development customisable rule based systems, integration with LIS alignment quality standards patient safety. Creating validating these rules are demanding steps setting up an system. This article traces from its inception to current daily operations division clinical biochemistry enhance reliability, efficiency services, ultimately contributing better outcomes. Methods: study was carried out on analysing previous national/international guidelines. Auto verification enabled through software (IM) which obtained Data Innovations customised our request formulate according need. simulation indicated that designed worked as expected. performed using actual results. Results: Number were created validation. Our showed there gross reduction manual review rates after introduction AV number inpatient evaluated delta check algorithms set. There turnaround time routine tests improved accuracy customer satisfaction. Interpretation conclusion: Designing system is successful AV. can halt samples abnormal aiding enhanced safety efficiency.