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

Speakers:

Karen Billeci
Vice President, Screening Sciences and Sample Management (Revolution Medicines)
Presenting:
The Sample Is the Data: Reframing Sample Management for AI-Driven Drug Discovery

Dan Hascall
Senior Director of Compound Management (Eikon Therapeutics)
Presenting:
AI Assisted Software Development for Sample Tracking Applications

Satpal Singh
Senior Systems Specialist (Genentech)
Presenting:
Simplifying Science: The Power of Centralized Reagent Management and AI Assistants

Savannah Wood
Laboratory Automation Specialist (NIH/NCATS)
Presenting:
A Flexible AI Framework for Sample Management Within Autonomous Laboratory Workflows