The Power of AI and ML in Modern LIMS

The Power of AI and ML in Modern LIMS

Wednesday, March 11, 2026 9:40 AM to 10:00 AM · 20 min. (America/Chicago)
Room 302C
Oral
Instrumentation & Nanoscience

Information

Integrating Artificial Intelligence (AI), machine learning (ML), and advanced analytics into Laboratory Information Management Systems (LIMS) is transforming scientific data management. This presentation highlights how AI-powered LIMS boost efficiency, streamline decisions, and set new standards for data handling. Key features include predictive maintenance, automated quality control, real-time data analysis, and personalized insights—all designed to simplify operations, reduce errors, and improve data accuracy.

This presentation will discuss how advanced analytics turn complex data into actionable insights, supporting smarter decisions and better planning. We’ll highlight AI’s role in pattern recognition, anomaly detection, and predictive analytics—demonstrating how these tools forecast trends, optimize workflows, and improve research outcomes.
Day of Week
Wednesday
Session or Presentation
Presentation
Session Number
OR-18-04
Application
LIMS and Data Management
Methodology
Laboratory Informatics
Primary Focus
Application
Morning or Afternoon
Morning

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