Panel Discussion: Understanding Your Lab—Turning Data Noise into Actionable Insights

  • Defining and advancing smart lab maturity: How leading organizations are evolving from connected labs to truly intelligent, data-driven operations
  • Turning IoT and AI insights into action: Real-world examples of technologies solving everyday lab challenges—from asset tracking to predictive maintenance
  • Driving interoperability and innovation: Breaking down data silos, overcoming adoption barriers, and preparing for the next wave of lab transformation