Stop focusing on what happened in your lab and start predicting what’s next. In this episode, expert Ken Alves reveals how to shift from reactive firefighting to "predictive control." While LIMS tracks the past, Ken explains how an intelligence layer—powered by AI and digital twins—can anticipate instrument failures and design compliance directly into your workflows.