Explore how risk-based controls, deterministic performance and robust software lifecycle management support the responsible adoption of AI in environmental monitoring (EM) and microbiology. Learn how representative training data, microbiologist-led model development, and structured validation strategies help establish confidence in AI-driven technologies while delivering meaningful operational improvements.

Gain a practical framework for evaluating, validating and governing AI-enabled microbiology solutions. Discover how to build regulatory confidence, strengthen data integrity and translate intelligent automation into measurable improvements across your environmental monitoring workflow.

Webinar: Clever Culture Systems

Date: November 2026

Speaker: Dr Steven Giglio, PhD, Chief Scientific Officer, Clever Culture Systems

Conference: Podium Presentation at PDA Pharmaceutical Microbiology Conference on October 25, 2026 in Washington, DC