Presentation Profile
Breaking Down Data Silos: LIMS, QMS, and Training Systems as One Compliance Ecosystem. AI Agent Capabilities.
Main Author
Zach Alam - QIA
Abstract:
Labs often run testing, quality, and training as separate systems — LIMS for results, QMS for CAPA and audits, LMS for certifications — creating silos that slow investigations and hide compliance gaps. This discussion will examine how related technology platforms close those gaps by tying LIMS, QMS, and training records into one ecosystem, where an out-of-spec result can trigger a nonconformance/OOS , check the analyst's certification, check instrument records and manage a corrective action. How are new technologies such as AI agents complimenting these efforts? Attendees will learn which integrations are production-ready and how breaking down silos improves efficiency.
