The Intelligent Lab: AI and Automation Driving Next-Generation Sample Management

Session Topics:

This session will comprise short talks describing successes, challenges, and future opportunities applying AI/ML models and applications to sample inventory management, logistics, and workflows. Examples include, smart ordering, dynamic inventory control, predictive compound QC, and integration of automation and AI to shorten delivery and data generation cycle times.

Additional topics:

• The pivotal role of automation and robotics in boosting sample throughput and reliability.
• Navigating the complexities of global collaboration and multi-site operations.
• Strategies for leveraging existing infrastructure or future-proofing new systems to accommodate emerging modalities.

Session Chair:

Andrew Napper
Executive Director, Head of Automation and Analytical Technologies (BMS)

Speakers:

Karen Billeci
Vice President, Screening Sciences and Sample Management (Revolution Medicines)

Sasha Denisin, MS, PhD
Principal Product Manager for Lab Automation in Drug Discovery (Genentech)

Dan Hascall
Senior Director of Compound Management (Eikon Therapeutics)

Lovejit Singh
Senior System Specialist (Genentech)

Savannah Wood
Laboratory Automation Specialist (NIH/NCATS)

Presenting:
An AI Framework for Autonomous Multi-Sample Experimentation and Parameter Optimization