AM24-ST-20-O: Enhancing Laboratory Competency with AI: Meeting AABB Standards for Cell Processing Facilities and Blood Banks (Enduring)

CABP CE Eligible

In this comprehensive session, we delve into the pivotal role of artificial intelligence (AI) in revolutionizing lab staff competency assessments within cell processing facilities and blood banks, directly addressing AABB's stringent competency requirements. Our focus extends to the meticulous adherence to standards C 2.1.6 and its critical subsections, outlining a systematic approach to leveraging AI for enhancing the evaluation process. We commence by dissecting the AABB standards for competency, emphasizing the necessity of evaluations prior to independent task performance and the annual as well as semi-annual review mechanisms. Highlighting the regulatory backdrop, including 42 CFR 493.1413(b)(8) and (b)(9) among others, we set the stage for understanding the imperative of these evaluations in ensuring compliance and enhancing operational excellence. The session transitions into a deep dive into the AI methodologies that can be deployed for competency assessments. From machine learning algorithms that predict performance outcomes to virtual reality simulations for hands-on experience without risk, attendees will explore a spectrum of AI tools. These tools not only streamline the evaluation process but also introduce a level of precision and adaptability previously unattainable with traditional methods. Practical case studies will serve as the cornerstone of this session, offering real-world insights into successful AI integration within lab settings. These studies will underscore the challenges faced, solutions implemented, and the impact on competency assessment processes. Additionally, expert-led discussions will furnish attendees with actionable strategies for adopting AI within their facilities, ensuring both alignment with AABB standards and a significant uplift in staff competency levels. By the end of this session, participants will be equipped with the knowledge to critically assess their current competency evaluation processes, identify areas ripe for AI integration, and initiate steps toward a more efficient, effective, and compliant assessment framework. Attendees will leave with a clear roadmap for harnessing AI's potential to meet and exceed AABB standards, thereby elevating their facility's competency and service quality to new heights.